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[02/29 14:13:22] d2.data.datasets.coco INFO: Loaded 2000 images with semantic segmentation from /share/home/chenxi/cx_xchen/datasets/ADE20K_2021_17_01/images_detectron2/validation
[02/29 14:13:22] d2.evaluation.sem_seg_evaluation WARNING: SemSegEvaluator(num_classes) is more than supported value for Boundary IoU calculation!
B-IoU metrics are not going to be computed. Max allowed value (exclusive)
for num_classes for calculating Boundary IoU is 255.
The number of classes of dataset openvocab_ade20k_full_sem_seg_val is 847
[02/29 14:13:22] d2.evaluation.evaluator INFO: Start inference on 500 batches
[02/29 14:13:51] d2.evaluation.evaluator INFO: Inference done 1/500. Dataloading: 5.1146 s/iter. Inference: 24.7251 s/iter. Eval: 0.0526 s/iter. Total: 29.8974 s/iter. ETA=4:08:38
[02/29 14:13:56] d2.evaluation.evaluator INFO: Inference done 12/500. Dataloading: 0.0031 s/iter. Inference: 0.4495 s/iter. Eval: 0.0094 s/iter. Total: 0.4620 s/iter. ETA=0:03:45
[02/29 14:14:02] d2.evaluation.evaluator INFO: Inference done 24/500. Dataloading: 0.0035 s/iter. Inference: 0.4405 s/iter. Eval: 0.0091 s/iter. Total: 0.4532 s/iter. ETA=0:03:35
[02/29 14:14:07] d2.evaluation.evaluator INFO: Inference done 36/500. Dataloading: 0.0037 s/iter. Inference: 0.4375 s/iter. Eval: 0.0091 s/iter. Total: 0.4504 s/iter. ETA=0:03:28
[02/29 14:14:12] d2.evaluation.evaluator INFO: Inference done 47/500. Dataloading: 0.0038 s/iter. Inference: 0.4396 s/iter. Eval: 0.0093 s/iter. Total: 0.4528 s/iter. ETA=0:03:25
[02/29 14:14:17] d2.evaluation.evaluator INFO: Inference done 58/500. Dataloading: 0.0038 s/iter. Inference: 0.4400 s/iter. Eval: 0.0100 s/iter. Total: 0.4538 s/iter. ETA=0:03:20
[02/29 14:14:23] d2.evaluation.evaluator INFO: Inference done 70/500. Dataloading: 0.0038 s/iter. Inference: 0.4395 s/iter. Eval: 0.0095 s/iter. Total: 0.4529 s/iter. ETA=0:03:14
[02/29 14:14:28] d2.evaluation.evaluator INFO: Inference done 81/500. Dataloading: 0.0039 s/iter. Inference: 0.4395 s/iter. Eval: 0.0099 s/iter. Total: 0.4533 s/iter. ETA=0:03:09
[02/29 14:14:33] d2.evaluation.evaluator INFO: Inference done 93/500. Dataloading: 0.0039 s/iter. Inference: 0.4383 s/iter. Eval: 0.0100 s/iter. Total: 0.4522 s/iter. ETA=0:03:04
[02/29 14:14:38] d2.evaluation.evaluator INFO: Inference done 104/500. Dataloading: 0.0039 s/iter. Inference: 0.4392 s/iter. Eval: 0.0106 s/iter. Total: 0.4538 s/iter. ETA=0:02:59
[02/29 14:14:44] d2.evaluation.evaluator INFO: Inference done 116/500. Dataloading: 0.0039 s/iter. Inference: 0.4390 s/iter. Eval: 0.0103 s/iter. Total: 0.4533 s/iter. ETA=0:02:54
[02/29 14:14:49] d2.evaluation.evaluator INFO: Inference done 127/500. Dataloading: 0.0039 s/iter. Inference: 0.4390 s/iter. Eval: 0.0107 s/iter. Total: 0.4536 s/iter. ETA=0:02:49
[02/29 14:14:54] d2.evaluation.evaluator INFO: Inference done 138/500. Dataloading: 0.0038 s/iter. Inference: 0.4390 s/iter. Eval: 0.0109 s/iter. Total: 0.4538 s/iter. ETA=0:02:44
[02/29 14:14:59] d2.evaluation.evaluator INFO: Inference done 149/500. Dataloading: 0.0038 s/iter. Inference: 0.4393 s/iter. Eval: 0.0110 s/iter. Total: 0.4542 s/iter. ETA=0:02:39
[02/29 14:15:04] d2.evaluation.evaluator INFO: Inference done 161/500. Dataloading: 0.0038 s/iter. Inference: 0.4391 s/iter. Eval: 0.0111 s/iter. Total: 0.4542 s/iter. ETA=0:02:33
[02/29 14:15:10] d2.evaluation.evaluator INFO: Inference done 173/500. Dataloading: 0.0038 s/iter. Inference: 0.4390 s/iter. Eval: 0.0112 s/iter. Total: 0.4541 s/iter. ETA=0:02:28
[02/29 14:15:15] d2.evaluation.evaluator INFO: Inference done 184/500. Dataloading: 0.0038 s/iter. Inference: 0.4389 s/iter. Eval: 0.0114 s/iter. Total: 0.4541 s/iter. ETA=0:02:23
[02/29 14:15:20] d2.evaluation.evaluator INFO: Inference done 196/500. Dataloading: 0.0037 s/iter. Inference: 0.4387 s/iter. Eval: 0.0112 s/iter. Total: 0.4537 s/iter. ETA=0:02:17
[02/29 14:15:25] d2.evaluation.evaluator INFO: Inference done 208/500. Dataloading: 0.0037 s/iter. Inference: 0.4373 s/iter. Eval: 0.0110 s/iter. Total: 0.4521 s/iter. ETA=0:02:12
[02/29 14:15:30] d2.evaluation.evaluator INFO: Inference done 220/500. Dataloading: 0.0037 s/iter. Inference: 0.4365 s/iter. Eval: 0.0107 s/iter. Total: 0.4510 s/iter. ETA=0:02:06
[02/29 14:15:36] d2.evaluation.evaluator INFO: Inference done 232/500. Dataloading: 0.0037 s/iter. Inference: 0.4365 s/iter. Eval: 0.0106 s/iter. Total: 0.4509 s/iter. ETA=0:02:00
[02/29 14:15:41] d2.evaluation.evaluator INFO: Inference done 243/500. Dataloading: 0.0037 s/iter. Inference: 0.4372 s/iter. Eval: 0.0106 s/iter. Total: 0.4515 s/iter. ETA=0:01:56
[02/29 14:15:46] d2.evaluation.evaluator INFO: Inference done 255/500. Dataloading: 0.0036 s/iter. Inference: 0.4369 s/iter. Eval: 0.0106 s/iter. Total: 0.4512 s/iter. ETA=0:01:50
[02/29 14:15:51] d2.evaluation.evaluator INFO: Inference done 267/500. Dataloading: 0.0036 s/iter. Inference: 0.4365 s/iter. Eval: 0.0105 s/iter. Total: 0.4507 s/iter. ETA=0:01:45
[02/29 14:15:57] d2.evaluation.evaluator INFO: Inference done 279/500. Dataloading: 0.0036 s/iter. Inference: 0.4362 s/iter. Eval: 0.0106 s/iter. Total: 0.4505 s/iter. ETA=0:01:39
[02/29 14:16:02] d2.evaluation.evaluator INFO: Inference done 291/500. Dataloading: 0.0036 s/iter. Inference: 0.4361 s/iter. Eval: 0.0106 s/iter. Total: 0.4504 s/iter. ETA=0:01:34
[02/29 14:16:07] d2.evaluation.evaluator INFO: Inference done 302/500. Dataloading: 0.0036 s/iter. Inference: 0.4362 s/iter. Eval: 0.0107 s/iter. Total: 0.4506 s/iter. ETA=0:01:29
[02/29 14:16:12] d2.evaluation.evaluator INFO: Inference done 314/500. Dataloading: 0.0036 s/iter. Inference: 0.4360 s/iter. Eval: 0.0109 s/iter. Total: 0.4506 s/iter. ETA=0:01:23
[02/29 14:16:18] d2.evaluation.evaluator INFO: Inference done 325/500. Dataloading: 0.0036 s/iter. Inference: 0.4361 s/iter. Eval: 0.0111 s/iter. Total: 0.4509 s/iter. ETA=0:01:18
[02/29 14:16:23] d2.evaluation.evaluator INFO: Inference done 337/500. Dataloading: 0.0036 s/iter. Inference: 0.4362 s/iter. Eval: 0.0110 s/iter. Total: 0.4509 s/iter. ETA=0:01:13
[02/29 14:16:28] d2.evaluation.evaluator INFO: Inference done 349/500. Dataloading: 0.0036 s/iter. Inference: 0.4361 s/iter. Eval: 0.0110 s/iter. Total: 0.4508 s/iter. ETA=0:01:08
[02/29 14:16:34] d2.evaluation.evaluator INFO: Inference done 361/500. Dataloading: 0.0036 s/iter. Inference: 0.4359 s/iter. Eval: 0.0110 s/iter. Total: 0.4506 s/iter. ETA=0:01:02
[02/29 14:16:39] d2.evaluation.evaluator INFO: Inference done 373/500. Dataloading: 0.0036 s/iter. Inference: 0.4359 s/iter. Eval: 0.0108 s/iter. Total: 0.4504 s/iter. ETA=0:00:57
[02/29 14:16:44] d2.evaluation.evaluator INFO: Inference done 384/500. Dataloading: 0.0036 s/iter. Inference: 0.4360 s/iter. Eval: 0.0109 s/iter. Total: 0.4506 s/iter. ETA=0:00:52
[02/29 14:16:49] d2.evaluation.evaluator INFO: Inference done 396/500. Dataloading: 0.0036 s/iter. Inference: 0.4361 s/iter. Eval: 0.0108 s/iter. Total: 0.4506 s/iter. ETA=0:00:46
[02/29 14:16:55] d2.evaluation.evaluator INFO: Inference done 408/500. Dataloading: 0.0036 s/iter. Inference: 0.4356 s/iter. Eval: 0.0107 s/iter. Total: 0.4501 s/iter. ETA=0:00:41
[02/29 14:17:00] d2.evaluation.evaluator INFO: Inference done 420/500. Dataloading: 0.0036 s/iter. Inference: 0.4348 s/iter. Eval: 0.0106 s/iter. Total: 0.4491 s/iter. ETA=0:00:35
[02/29 14:17:05] d2.evaluation.evaluator INFO: Inference done 432/500. Dataloading: 0.0036 s/iter. Inference: 0.4347 s/iter. Eval: 0.0106 s/iter. Total: 0.4490 s/iter. ETA=0:00:30
[02/29 14:17:10] d2.evaluation.evaluator INFO: Inference done 444/500. Dataloading: 0.0036 s/iter. Inference: 0.4347 s/iter. Eval: 0.0106 s/iter. Total: 0.4490 s/iter. ETA=0:00:25
[02/29 14:17:16] d2.evaluation.evaluator INFO: Inference done 456/500. Dataloading: 0.0036 s/iter. Inference: 0.4346 s/iter. Eval: 0.0106 s/iter. Total: 0.4489 s/iter. ETA=0:00:19
[02/29 14:17:21] d2.evaluation.evaluator INFO: Inference done 467/500. Dataloading: 0.0036 s/iter. Inference: 0.4347 s/iter. Eval: 0.0106 s/iter. Total: 0.4491 s/iter. ETA=0:00:14
[02/29 14:17:26] d2.evaluation.evaluator INFO: Inference done 478/500. Dataloading: 0.0036 s/iter. Inference: 0.4348 s/iter. Eval: 0.0108 s/iter. Total: 0.4493 s/iter. ETA=0:00:09
[02/29 14:17:31] d2.evaluation.evaluator INFO: Inference done 490/500. Dataloading: 0.0036 s/iter. Inference: 0.4346 s/iter. Eval: 0.0107 s/iter. Total: 0.4490 s/iter. ETA=0:00:04
[02/29 14:17:36] d2.evaluation.evaluator INFO: Total inference time: 0:03:42.897168 (0.450297 s / iter per device, on 4 devices)
[02/29 14:17:36] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:03:35 (0.434767 s / iter per device, on 4 devices)
[02/29 14:17:40] d2.evaluation.sem_seg_evaluation INFO: OrderedDict([('sem_seg', {'mIoU': 14.393519226615977, 'S_mIoU': 35.53764560036531, 'U_mIoU': 11.53084259960702, 'fwIoU': 51.47186222803184, 'IoU-wall,walls,interior wall,brick wall,stone wall': 57.96225217759241, 'IoU-building,buildings,edifice,edifices': 59.509022388287555, 'IoU-sky,clouds': 87.89818174535813, 'IoU-tree,trees': 65.84730882713126, 'IoU-road,route,street,roads,streets,routes': 62.985137149455774, 'IoU-floor,flooring': 45.09939052720624, 'IoU-ceiling': 69.28202143819122, 'IoU-bed,beds': 69.40632764540257, 'IoU-sidewalk,pavement': 44.14758298556443, 'IoU-earth,ground': 7.679115131850442, 'IoU-cabinet,cabinets,wall mounted cabine': 55.58208534938346, 'IoU-person,child,girl,boy,woman,man,people,children,girls,boys,women,men': 83.5941880015039, 'IoU-grass,grass field': 62.277080398663074, 'IoU-windowpane,window,windows': 39.43918256546645, 'IoU-car,automobile,cars': 86.005677803449, 'IoU-mountain,mount,mountains': 27.92518038702579, 'IoU-plant,flora,plant life,plants,bushes': 28.92382343901755, 'IoU-table,tables,tablecloth': 35.350268237868164, 'IoU-chair,chairs': 53.89820018852224, 'IoU-curtain,drape,drapery,mantle,pall': 66.14938776798975, 'IoU-door,double door,doors': 21.021758988711653, 'IoU-sofa,couch,sofas,couches': 69.20656456575952, 'IoU-sea,ocean': 41.23381523433689, 'IoU-painting,picture,paintings,pictures,wallart,framed canvas': 19.320175799510814, 'IoU-water': 32.17384122792036, 'IoU-mirror,mirrors': 69.22858818140303, 'IoU-house exterior': 13.28701165219669, 'IoU-rug,carpet,carpeting': 16.69223888215129, 'IoU-shelf,shelves': 32.14658792825596, 'IoU-armchair,armchairs': 45.608523420999234, 'IoU-fence,fencing': 40.98360428123291, 'IoU-field': 6.232842072237372, 'IoU-lamp,lamps': 47.066231637855644, 'IoU-rock,stone,rocks,stones': 37.21348599901118, 'IoU-seat,seats': 30.022832592512533, 'IoU-river': 14.447820319495092, 'IoU-desk,desks': 34.38154235740154, 'IoU-bathtub,bathing tub,bath,tub': 42.095730730472084, 'IoU-railing,rail': 20.23088219822783, 'IoU-signboard,sign,signboards,signs': 15.002059451308947, 'IoU-cushion,cushions': 22.023417194629648, 'IoU-path': 5.859118803471687, 'IoU-work surface': 0.020194627250018055, 'IoU-stairs,steps': 43.53977495273677, 'IoU-column,pillar': 24.85157342069931, 'IoU-sink': 68.60921912991368, 'IoU-wardrobe,closet,press,wardrobes,closets': 23.51085290043574, 'IoU-snow': 28.311159706473987, 'IoU-refrigerator,icebox': 71.36797600264505, 'IoU-pedestal': 0.0, 'IoU-bridge,span': 6.677897019894783, 'IoU-blind': 1.0340461187574914, 'IoU-runway': 37.39731478532836, 'IoU-cliff,drop,drop-off': 1.577077387458072, 'IoU-sand': 44.32085945624275, 'IoU-fireplace,hearth,open fireplace': 43.79374579059993, 'IoU-pillow,pillows': 7.721167089340984, 'IoU-screen door,shower door': 23.870827762355578, 'IoU-toilet,commode,crapper,potty': 77.41071636649457, 'IoU-skyscraper,skyscrapers': 39.396962436018164, 'IoU-grandstand,covered stand': 33.45776191851573, 'IoU-box,boxes': 15.213820684374191, 'IoU-pool table,billiard table,snooker table': 89.08078189135279, 'IoU-palm tree,palm trees': 20.86574011744115, 'IoU-double door': 24.723587164705048, 'IoU-coffee table,cocktail table': 53.348487011197385, 'IoU-counter': 16.707939815210153, 'IoU-countertop,counter top,worktop': 11.97791821489457, 'IoU-chest of drawers,chest,bureau,dresser': 23.27528345881329, 'IoU-kitchen island': 0.022365605918023723, 'IoU-boat': 52.79243336979128, 'IoU-waterfall,falls': 23.079916516301772, 'IoU-stove,kitchen stove,kitchen range,kitchen range,cooking stove': 14.623433748414516, 'IoU-flower,flowers': 24.13965733302713, 'IoU-bookcase': 9.747787715173498, 'IoU-controls': 0.0, 'IoU-book,books': 49.80575146382899, 'IoU-stairway,staircase': 2.9761859969508206, 'IoU-streetlight,street lamp': 1.9124890629607876, 'IoU-computer,computing machine,computing device,data processor,electronic computer,information processing system': 26.432682682682685, 'IoU-bus,autobus,double-decker,jitney,motorbus,motorcoach,omnibus,passenger vehicle': 93.95408809375792, 'IoU-swivel chair': 27.454087623380914, 'IoU-light,light source': 0.6389684096636512, 'IoU-bench,benches': 44.33676750379366, 'IoU-case,display case,showcase,vitrine': 18.65778238267922, 'IoU-towel': 53.77695423698101, 'IoU-fountain': 20.5670340885369, 'IoU-embankment': 0.016971917863217292, 'IoU-television receiver,television,television set,tv,tv set': 67.46261165382434, 'IoU-van': 37.356541698546295, 'IoU-hill': 4.177392599185655, 'IoU-awning,sunshade,sunblind': 4.660614365702274, 'IoU-poster,posting,placard,notice,bill,card': 31.358712277037647, 'IoU-truck,motortruck': 42.66098882295588, 'IoU-airplane,aeroplane,airplanes,aeroplanes': 63.98424219179151, 'IoU-pole': 0.7168350493868936, 'IoU-tower,towers': 22.88139772749203, 'IoU-court': 0.0008636026046254556, 'IoU-ball,balls': 50.278071035366864, 'IoU-aircraft carrier,carrier,flattop,attack aircraft carrier': 7.912385247221774, 'IoU-buffet,sideboard': 3.190923324841483, 'IoU-hovel,hut,hutch,shack,shanty': 20.221389246808013, 'IoU-apparel,wearing apparel,dress,clothes': 0.0, 'IoU-minibike,motorbike': 68.60606513357487, 'IoU-animal,animate being,dog,cat,horse,cow,sheep,zebra,giraffe,bird': 34.23153410742856, 'IoU-chandelier,pendant,pendent': 49.49058574306708, 'IoU-step,stair': 0.0, 'IoU-booth,cubicle,stall,kiosk': 15.802445595562196, 'IoU-bicycle,bike': 61.35051387012428, 'IoU-doorframe,doorcase': 14.215868514424235, 'IoU-sconce,sconce lamp,sconce light': 15.07106899615043, 'IoU-pond': 13.465643879850322, 'IoU-trade name,brand name': 6.5757429405236545, 'IoU-bannister,banister,balustrade,balusters,handrail': 9.578640166276527, 'IoU-bag,bags,gift bag,paper bag': 12.019817551172023, 'IoU-traffic light,traffic signal,traffic lights': 24.09831826539994, 'IoU-gazebo': 53.12297384914631, 'IoU-escalator,moving staircase,moving stairway': 33.36775254498997, 'IoU-land,soil': 0.5980673527307354, 'IoU-board,plank': 0.0, 'IoU-arcade machine,arcade machines': 12.2706034161484, 'IoU-eiderdown,duvet,continental quilt': 0.30378008916107774, 'IoU-bar': 4.415157325679122, 'IoU-stall,stand,sales booth': 15.444257884269996, 'IoU-playground': 0.07696144801539229, 'IoU-ship': 11.33172319918782, 'IoU-ottoman,pouf,pouffe,puff,hassock': 44.86212346914408, 'IoU-ashcan,trash can,garbage can,wastebin,ash bin,ash-bin,ashbin,dustbin,trash barrel,trash bin': 11.843624082169233, 'IoU-bottle,bottles,water bottle': 27.97622991194237, 'IoU-cradle': 71.3114073335825, 'IoU-pot,flowerpot': 0.9725518126364198, 'IoU-conveyer belt,conveyor belt,conveyer,conveyor,transporter': 31.694491728346474, 'IoU-train,railroad train': 66.45452759772147, 'IoU-stool,stools': 28.192258403706504, 'IoU-lake': 5.3674907031352355, 'IoU-tank,storage tank': 40.5599677180473, 'IoU-ice,water ice': 3.8158227887186515, 'IoU-basket,handbasket': 11.661107077339675, 'IoU-manhole': 2.4977930458704294, 'IoU-tent,collapsible shelter': 73.84876477202955, 'IoU-canopy': 0.0, 'IoU-microwave,microwave oven': 89.19678061132213, 'IoU-barrel,cask,barrels,casks': 5.325325963154415, 'IoU-dirt track': 3.8050996781756488, 'IoU-beam': 12.358785091470025, 'IoU-dishwasher,dish washer,dishwashing machine': 68.5060043903069, 'IoU-plate,plates': 10.27819276362897, 'IoU-crt screen': 0.11149260948365529, 'IoU-ruins': 7.358729026921251, 'IoU-washer,automatic washer,washing machine': 15.84519940915805, 'IoU-blanket,cover': 3.0711657797918868, 'IoU-plaything,toy,toys': 13.677219684961598, 'IoU-food,solid food': 26.59515529988247, 'IoU-projection screen': 37.28551632633449, 'IoU-oven': 21.492071288240247, 'IoU-stage': 7.67595637380431, 'IoU-beacon,lighthouse,beacon light,pharos': 47.15578836124704, 'IoU-umbrella': 58.81042521333707, 'IoU-sculpture,sculptures': 15.689671892678197, 'IoU-aqueduct': 23.345385652456866, 'IoU-container': 2.0729136687849534, 'IoU-scaffolding,staging': 15.40822864976828, 'IoU-exhaust hood': 11.55562578669471, 'IoU-curb,curbing,kerb': 1.244071554819648, 'IoU-roller coaster': 22.004521477015825, 'IoU-horse,equus caballus': 11.975396204265309, 'IoU-catwalk': 43.9700064539332, 'IoU-glass,drinking glass': 0.0, 'IoU-vase,vases': 37.15661962922826, 'IoU-central reservation': 0.0, 'IoU-carousel': 41.23108804701074, 'IoU-radiator': 22.86378090617727, 'IoU-closet': 0.0, 'IoU-machine': 0.0, 'IoU-pier,wharf,wharfage,dock': 5.12098865919402, 'IoU-ceiling fan,floor fan': 11.263808985478097, 'IoU-inflatable bounce game': 90.80594286173505, 'IoU-pitch': 10.536224399746368, 'IoU-paper': 2.898488306989965, 'IoU-arcade,colonnade': 6.0451941566072005, 'IoU-hot tub': 0.47009418885375226, 'IoU-helicopter': 73.08001279636015, 'IoU-tray,trays': 5.618160724923964, 'IoU-partition,divider': 0.0021853829103056417, 'IoU-vineyard': 13.042668296099794, 'IoU-bowl': 0.0, 'IoU-bullring': 63.20070905625098, 'IoU-flag,flags': 47.12027835262547, 'IoU-pot': 0.0, 'IoU-footbridge,overcrossing,pedestrian bridge': 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'IoU-goal': 0.0, 'IoU-bread,breadstuff,staff of life': 0.0, 'IoU-beds': 0.0, 'IoU-wood': 10.627310284844532, 'IoU-file cabinet': 3.444694967714824, 'IoU-newspaper,paper': 8.287532257746784, 'IoU-motorboat': 0.0, 'IoU-rope': 0.0, 'IoU-guitar': 12.401883830455258, 'IoU-rubble': 21.179433352463224, 'IoU-scarf': 0.0, 'IoU-barrels': 0.0, 'IoU-cap': 0.0, 'IoU-leaves': 0.0, 'IoU-control tower': 9.964983287478114, 'IoU-dashboard': 0.0, 'IoU-bandstand': 77.86510924608531, 'IoU-lectern': 5.1144574528242615, 'IoU-switch,electric switch,electrical switch': 0.0, 'IoU-baseboard,mopboard,skirting board': 2.620045762984508, 'IoU-shower room': 0.0, 'IoU-smoke': 87.5894008676281, 'IoU-faucet,spigot': 0.0, 'IoU-bulldozer': 88.73450361995438, 'IoU-saucepan': 3.428571428571429, 'IoU-shops': 2.7273023056005763, 'IoU-meter': 0.0, 'IoU-crevasse': 20.7562871257922, 'IoU-gear': 0.0, 'IoU-candelabrum,candelabra': 4.246024346714259, 'IoU-sofa bed': 36.32218487789973, 'IoU-tunnel': 0.894158610139635, 'IoU-pallet': 0.0, 'IoU-wire,conducting wire': 0.0, 'IoU-kettle,boiler': 1.4696974527369528, 'IoU-bidet': 0.0, 'IoU-baby buggy,baby carriage,carriage,perambulator,pram,stroller,go-cart,pushchair,pusher': 34.58355328495889, 'IoU-music stand': 11.351907289390072, 'IoU-pipe,tube': 0.0, 'IoU-cup,cups,drinking glass,drinking glasses': 2.7586650790074985, 'IoU-parking meter': 22.477917247791726, 'IoU-ice hockey rink': 17.317651978464273, 'IoU-shelter': 0.0, 'IoU-weeds': 0.0, 'IoU-temple': 15.302795674767786, 'IoU-patty,cake': 10.129880383719552, 'IoU-ski slope': 0.5726817131350901, 'IoU-panel': 0.0, 'IoU-wallet': 0.0, 'IoU-wheel': 0.0, 'IoU-towel rack,towel horse': 5.679942070963071, 'IoU-roundabout': 13.900755450534868, 'IoU-canister,cannister,tin': 0.0, 'IoU-rod': 0.0, 'IoU-soap dispenser': 9.546042639365472, 'IoU-bell': 0.0, 'IoU-canvas': 0.0, 'IoU-box office,ticket office,ticket booth': 0.0, 'IoU-teacup': 0.0, 'IoU-trellis': 8.903981662280328, 'IoU-workbench': 0.05939137140881652, 'IoU-valley,vale': 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0.0, 'IoU-helmet': 14.586263837074185, 'IoU-cover curtain': 0.0, 'IoU-brick': 0.0, 'IoU-table runner': 22.210398297354818, 'IoU-ashtray': 0.0, 'IoU-street box': 11.936516230161322, 'IoU-stick': 24.776119402985074, 'IoU-hangers': 37.85021551724138, 'IoU-cells': 0.0, 'IoU-urinal': 0.0014792489113652542, 'IoU-centerpiece': 0.0, 'IoU-portable fridge': 0.0, 'IoU-dvds': 0.0, 'IoU-golf club': 0.033636928172221074, 'IoU-skirting board': 0.0, 'IoU-water cooler': 39.81671159029649, 'IoU-clipboard': 0.0, 'IoU-camera,photographic camera': 0.0, 'IoU-pigeonhole': 1.0352978462107305, 'IoU-chips': 6.102731413620818, 'IoU-food processor': 0.0, 'IoU-post box': 56.92845006607513, 'IoU-lid': 0.0, 'IoU-drum': 26.244588744588743, 'IoU-blender': 16.550736497545007, 'IoU-cave entrance': 0.0, 'IoU-dental chair': 26.361143051448053, 'IoU-obelisk': 0.0, 'IoU-canoe': 0.6395770263932119, 'IoU-mobile': 0.0, 'IoU-monitors': 0.0, 'IoU-pool ball': 0.0, 'IoU-cue rack': 0.0, 'IoU-baggage carts': 2.554234898745933, 'IoU-shore': 0.0, 'IoU-fork': 50.67153475029339, 'IoU-paper filer': 0.0, 'IoU-bicycle rack': 32.136492393119106, 'IoU-coat rack': 0.0, 'IoU-garland': 0.0, 'IoU-sports bag': 0.0, 'IoU-fish tank': 0.0, 'IoU-towel dispenser': 0.0, 'IoU-carriage': 0.0, 'IoU-brochure': 0.0, 'IoU-plaque': 0.0, 'IoU-stringer': 0.0, 'IoU-iron': 0.0, 'IoU-spoon': 5.961101288204092, 'IoU-flag pole': 0.0, 'IoU-toilet brush': 0.0, 'IoU-book stand': 0.07703258770988942, 'IoU-water faucet,water tap,tap,hydrant': 0.0, 'IoU-ticket office': 0.0, 'IoU-broom': 1.0960063972905594, 'IoU-dvd': 0.0, 'IoU-ice bucket': 0.0, 'IoU-carapace,shell,cuticle,shield': 0.0, 'IoU-tureen': 31.613827691205444, 'IoU-folders': 0.5116079982063146, 'IoU-chess': 22.773279352226723, 'IoU-root': 1.2737764355706778, 'IoU-sewing machine': 62.014427169676054, 'IoU-model': 0.0, 'IoU-pen': 0.21413276231263384, 'IoU-violin': 34.449419906370856, 'IoU-sweatshirt': 26.911774755689194, 'IoU-recycling materials': 0.0, 'IoU-mitten': 0.0, 'IoU-chopping board,cutting board': 0.0, 'IoU-mask': 0.0, 'IoU-log': 0.0, 'IoU-mouse,computer mouse': 12.15312054403861, 'IoU-grill': 0.0, 'IoU-hole': 0.0, 'IoU-target': 0.0, 'IoU-trash bag': 0.03558212354113294, 'IoU-chalk': 0.0, 'IoU-sticks': 0.0, 'IoU-balloon': 12.701938610662358, 'IoU-score': 11.538461538461538, 'IoU-hair spray': 3.3468104222821204, 'IoU-roll': 0.0, 'IoU-runner': 0.0, 'IoU-engine': 0.0, 'IoU-inflatable glove': 14.293094541071122, 'IoU-games': 0.0, 'IoU-pallets': 10.864722320620302, 'IoU-baskets': 0.0, 'IoU-coop': 0.0, 'IoU-dvd player': 0.0, 'IoU-rocking horse': 69.90952252978589, 'IoU-buckets': 4.280233975685318, 'IoU-bread rolls': 0.0, 'IoU-shawl': 0.0, 'IoU-watering can': 0.0, 'IoU-spotlights': 0.0, 'IoU-post-it': 0.0, 'IoU-bowls': 0.06447777191616215, 'IoU-security camera': 0.0, 'IoU-runner cloth': 0.0, 'IoU-lock': 0.0, 'IoU-alarm,warning device,alarm system': 0.0, 'IoU-side': 0.0, 'IoU-roulette': 41.252392575552705, 'IoU-bone': 0.0, 'IoU-cutlery': 0.3298386146778184, 'IoU-pool balls': 0.04314063848144953, 'IoU-wheels': 0.0, 'IoU-spice rack': 0.0, 'IoU-plant pots,plant pot,flower pot,flowerpot,planter': 0.04907780742691227, 'IoU-towel ring': 0.0, 'IoU-bread box': 16.109716051767435, 'IoU-video': 0.0, 'IoU-funfair': 0.0, 'IoU-breads': 0.0, 'IoU-tripod': 16.843481745512833, 'IoU-ironing board': 13.768683790451314, 'IoU-skimmer': 0.0, 'IoU-hollow': 0.0, 'IoU-scratching post': 44.2064653452175, 'IoU-tricycle': 73.98415537950422, 'IoU-file box': 0.0, 'IoU-mountain pass': 0.0, 'IoU-tombstones': 5.194174757281553, 'IoU-cooker': 0.0, 'IoU-card game,cards': 0.0, 'IoU-golf bag': 87.34880679960771, 'IoU-towel paper': 0.0, 'IoU-chaise lounge': 0.0, 'IoU-sun': 2.249413103791705, 'IoU-toilet paper holder': 0.0, 'IoU-rake': 0.0, 'IoU-key': 0.0, 'IoU-umbrella stand': 31.75022882131598, 'IoU-dartboard': 33.97968605724838, 'IoU-transformer': 0.0, 'IoU-fireplace utensils': 7.710018541535075, 'IoU-sweatshirts': 0.0, 'IoU-cellular telephone,cellular phone,cellphone,cell,mobile phone': 0.0, 'IoU-tallboy': 0.0, 'IoU-stapler': 0.0, 'IoU-sauna': 1.3362866405282008, 'IoU-test tube': 0.0, 'IoU-palette': 0.0, 'IoU-shopping carts': 5.378604915470948, 'IoU-tools': 0.0, 'IoU-push button,push,button': 0.0, 'IoU-star': 0.0, 'IoU-roof rack': 0.0, 'IoU-barbed wire': 14.404196852360728, 'IoU-spray': 0.0, 'IoU-ear': 0.0, 'IoU-sponge': 0.0, 'IoU-racket': 19.25566343042071, 'IoU-tins': 0.0, 'IoU-eyeglasses': 0.0, 'IoU-file': 0.0, 'IoU-scarfs': 67.40354535974974, 'IoU-sugar bowl': 0.0, 'IoU-flip flop': 0.0, 'IoU-headstones': 14.556044813555543, 'IoU-laptop bag': 45.1128914785142, 'IoU-leash': 7.426082970433188, 'IoU-climbing frame': 0.5507796881247501, 'IoU-suit hanger': 0.0, 'IoU-floor spotlight': 0.0, 'IoU-plate rack': 0.0, 'IoU-sewer': 0.0, 'IoU-hard drive': 86.5546218487395, 'IoU-sprinkler': 0.0, 'IoU-tools box': 60.355677154582764, 'IoU-necklace': 0.0, 'IoU-bulbs': 0.0, 'IoU-steel industry': 0.0, 'IoU-club': 0.0, 'IoU-jack': 0.0, 'IoU-door bars': 2.6462865068936874, 'IoU-control panel,instrument panel,control board,board,panel': 0.0, 'IoU-hairbrush': 0.0, 'IoU-napkin holder': 0.2558160532097391, 'IoU-office': 0.0, 'IoU-smoke detector': 70.19059720457433, 'IoU-utensils': 0.0, 'IoU-apron': 0.03743740933127428, 'IoU-scissors': 16.55480984340045, 'IoU-terminal': 0.0, 'IoU-grinder': 0.0, 'IoU-entry phone': 0.0, 'IoU-newspaper stand': 0.0, 'IoU-pepper shaker': 0.0, 'IoU-onions': 0.0, 'IoU-central processing unit,cpu,central processor,processor,mainframe': 0.0, 'IoU-tape': 0.0, 'IoU-bat': 0.0, 'IoU-coaster': 0.0, 'IoU-calculator': 0.0, 'IoU-potatoes': 0.0, 'IoU-luggage rack': 0.0, 'IoU-salt': 0.23955283470854402, 'IoU-street number': 0.0, 'IoU-viewpoint': 0.0, 'IoU-sword': 4.0189125295508275, 'IoU-cd': 0.0, 'IoU-rowing machine': 2.265189205487713, 'IoU-plug': 0.0, 'IoU-andiron,firedog,dog,dog-iron': 0.0, 'IoU-pepper': 0.0, 'IoU-tongs': 0.8180563768972995, 'IoU-bonfire': 4.9446290143964555, 'IoU-dog dish': 27.706185567010312, 'IoU-belt': 0.0, 'IoU-dumbbells': 0.0, 'IoU-videocassette recorder,vcr': 0.0, 'IoU-hook': 0.0, 'IoU-envelopes': 0.0, 'IoU-shower faucet': 0.0, 'IoU-watch': 0.0, 'IoU-padlock': 0.0, 'IoU-swimming pool ladder': 0.02202036884117809, 'IoU-spanners': 0.0, 'IoU-gravy boat': 0.0, 'IoU-notice board': 0.0, 'IoU-trash bags': 0.0, 'IoU-fire alarm': 0.0, 'IoU-ladle': 1.0029444239970555, 'IoU-stethoscope': 0.0, 'IoU-rocket': 0.0, 'IoU-funnel': 0.0, 'IoU-bowling pins': 0.0, 'IoU-valve': 0.0, 'IoU-thermometer': 0.0, 'IoU-cups': 0.0, 'IoU-spice jar': 0.0, 'IoU-night light': 0.0, 'IoU-soaps': 0.39152964335340434, 'IoU-games table': 0.0, 'IoU-slotted spoon': 0.0, 'IoU-reel': 0.0, 'IoU-scourer': 0.0, 'IoU-sleeping robe': 0.0, 'IoU-desk mat': 0.0, 'IoU-dumbbell': 0.0, 'IoU-hammer': 0.0, 'IoU-tie': 34.90373238679144, 'IoU-typewriter': 20.116279069767444, 'IoU-shaker': 0.0, 'IoU-cheese dish': 0.0, 'IoU-sea star': 0.0, 'IoU-racquet': 0.0, 'IoU-butane gas cylinder': 0.0, 'IoU-paper weight': 0.0, 'IoU-shaving brush': 2.727272727272727, 'IoU-sunglasses': 0.0, 'IoU-gear shift': 0.0, 'IoU-towel rail': 0.0, 'IoU-adding machine,totalizer,totaliser': 0.0, 'mACC': 28.933709968509174, 'pACC': 60.99589474223992, 'Recall': 60.99589474223992, 'S_Recall': 67.76245043971852, 'U_Recall': 19.74084145792321, 'ACC-wall,walls,interior wall,brick wall,stone wall': 65.55920854988652, 'ACC-building,buildings,edifice,edifices': 63.52857514035689, 'ACC-sky,clouds': 89.4946739621931, 'ACC-tree,trees': 82.43436726108989, 'ACC-road,route,street,roads,streets,routes': 64.81368018537738, 'ACC-floor,flooring': 45.947286216600034, 'ACC-ceiling': 75.17755999813681, 'ACC-bed,beds': 87.50688250096653, 'ACC-sidewalk,pavement': 85.88342321511129, 'ACC-earth,ground': 7.768694753755244, 'ACC-cabinet,cabinets,wall mounted cabine': 71.5532293464404, 'ACC-person,child,girl,boy,woman,man,people,children,girls,boys,women,men': 93.05608535164622, 'ACC-grass,grass field': 85.36052513242612, 'ACC-windowpane,window,windows': 49.00243118494744, 'ACC-car,automobile,cars': 91.42541486398741, 'ACC-mountain,mount,mountains': 30.290450960719628, 'ACC-plant,flora,plant life,plants,bushes': 41.078101516627754, 'ACC-table,tables,tablecloth': 41.738707014243396, 'ACC-chair,chairs': 70.5563291793195, 'ACC-curtain,drape,drapery,mantle,pall': 78.92032561654386, 'ACC-door,double door,doors': 24.008347725964306, 'ACC-sofa,couch,sofas,couches': 88.47236607972803, 'ACC-sea,ocean': 55.34737563412977, 'ACC-painting,picture,paintings,pictures,wallart,framed canvas': 35.45320081569963, 'ACC-water': 36.10169367748636, 'ACC-mirror,mirrors': 86.93920702674201, 'ACC-house exterior': 22.077410954533466, 'ACC-rug,carpet,carpeting': 82.39587426172359, 'ACC-shelf,shelves': 50.920582663466085, 'ACC-armchair,armchairs': 74.89598582876694, 'ACC-fence,fencing': 54.5978226891891, 'ACC-field': 6.364163440183959, 'ACC-lamp,lamps': 60.272253476334605, 'ACC-rock,stone,rocks,stones': 69.70878618413794, 'ACC-seat,seats': 33.3716167643558, 'ACC-river': 28.950108951563063, 'ACC-desk,desks': 53.50311983492448, 'ACC-bathtub,bathing tub,bath,tub': 45.98675424250604, 'ACC-railing,rail': 29.442018111699493, 'ACC-signboard,sign,signboards,signs': 22.600491122885508, 'ACC-cushion,cushions': 25.829009640666083, 'ACC-path': 6.362349239002831, 'ACC-work surface': 0.02923632072421024, 'ACC-stairs,steps': 49.4124015594339, 'ACC-column,pillar': 45.74066135894234, 'ACC-sink': 74.45837146411935, 'ACC-wardrobe,closet,press,wardrobes,closets': 29.537244965798454, 'ACC-snow': 89.11112078739116, 'ACC-refrigerator,icebox': 87.74638038308753, 'ACC-pedestal': 0.0, 'ACC-bridge,span': 7.595243704699476, 'ACC-blind': 1.0341112026521646, 'ACC-runway': 55.8953535317862, 'ACC-cliff,drop,drop-off': 6.032211985794226, 'ACC-sand': 70.86421859194456, 'ACC-fireplace,hearth,open fireplace': 47.8213057619466, 'ACC-pillow,pillows': 8.49538559267063, 'ACC-screen door,shower door': 87.557144467261, 'ACC-toilet,commode,crapper,potty': 95.20700091328722, 'ACC-skyscraper,skyscrapers': 55.87316938641743, 'ACC-grandstand,covered stand': 56.9022515249558, 'ACC-box,boxes': 17.551833605380693, 'ACC-pool table,billiard table,snooker table': 97.5441809306202, 'ACC-palm tree,palm trees': 21.76540965941162, 'ACC-double door': 30.454815432338574, 'ACC-coffee table,cocktail table': 81.35388103161966, 'ACC-counter': 29.94391651990469, 'ACC-countertop,counter top,worktop': 80.61948918171466, 'ACC-chest of drawers,chest,bureau,dresser': 60.28997566256701, 'ACC-kitchen island': 0.031385460833313596, 'ACC-boat': 54.29441506024975, 'ACC-waterfall,falls': 65.01592804272464, 'ACC-stove,kitchen stove,kitchen range,kitchen range,cooking stove': 17.172447196330502, 'ACC-flower,flowers': 60.41517921956012, 'ACC-bookcase': 13.522400413016577, 'ACC-controls': 0.0, 'ACC-book,books': 75.49209167262651, 'ACC-stairway,staircase': 3.442333301419582, 'ACC-streetlight,street lamp': 5.996225136717805, 'ACC-computer,computing machine,computing device,data processor,electronic computer,information processing system': 30.43473705303994, 'ACC-bus,autobus,double-decker,jitney,motorbus,motorcoach,omnibus,passenger vehicle': 96.40010394764819, 'ACC-swivel chair': 33.28578737223761, 'ACC-light,light source': 0.7011310200305041, 'ACC-bench,benches': 55.19800375426879, 'ACC-case,display case,showcase,vitrine': 34.1189552800485, 'ACC-towel': 74.49392712550608, 'ACC-fountain': 21.250692343743342, 'ACC-embankment': 0.020028988191511585, 'ACC-television receiver,television,television set,tv,tv set': 79.50509907877009, 'ACC-van': 55.304004761173395, 'ACC-hill': 16.065540526838763, 'ACC-awning,sunshade,sunblind': 37.631652393613116, 'ACC-poster,posting,placard,notice,bill,card': 47.640528662599, 'ACC-truck,motortruck': 74.50705098928114, 'ACC-airplane,aeroplane,airplanes,aeroplanes': 83.97907903381314, 'ACC-pole': 0.9808568924557526, 'ACC-tower,towers': 58.63019117764219, 'ACC-court': 0.0008735417312723573, 'ACC-ball,balls': 68.05266716850177, 'ACC-aircraft carrier,carrier,flattop,attack aircraft carrier': 10.153937730451892, 'ACC-buffet,sideboard': 5.311400859771911, 'ACC-hovel,hut,hutch,shack,shanty': 64.14022694114936, 'ACC-apparel,wearing apparel,dress,clothes': 0.0, 'ACC-minibike,motorbike': 90.6601512583842, 'ACC-animal,animate being,dog,cat,horse,cow,sheep,zebra,giraffe,bird': 42.0076373074108, 'ACC-chandelier,pendant,pendent': 63.910250891943335, 'ACC-step,stair': 0.0, 'ACC-booth,cubicle,stall,kiosk': 47.187563703334014, 'ACC-bicycle,bike': 79.60386886332516, 'ACC-doorframe,doorcase': 78.00463642357344, 'ACC-sconce,sconce lamp,sconce light': 21.555783009211872, 'ACC-pond': 98.41005656139211, 'ACC-trade name,brand name': 7.477309839365056, 'ACC-bannister,banister,balustrade,balusters,handrail': 47.511643706668636, 'ACC-bag,bags,gift bag,paper bag': 14.622022822702984, 'ACC-traffic light,traffic signal,traffic lights': 30.481341724156728, 'ACC-gazebo': 76.8830277774975, 'ACC-escalator,moving staircase,moving stairway': 89.74382051364469, 'ACC-land,soil': 4.5861782357950345, 'ACC-board,plank': 0.0, 'ACC-arcade machine,arcade machines': 22.120347177724707, 'ACC-eiderdown,duvet,continental quilt': 0.7361609598910167, 'ACC-bar': 5.441608108848272, 'ACC-stall,stand,sales booth': 26.82509233030944, 'ACC-playground': 0.0770617588157225, 'ACC-ship': 11.837221319697518, 'ACC-ottoman,pouf,pouffe,puff,hassock': 71.81144040801914, 'ACC-ashcan,trash can,garbage can,wastebin,ash bin,ash-bin,ashbin,dustbin,trash barrel,trash bin': 24.418124225313317, 'ACC-bottle,bottles,water bottle': 38.32210104326141, 'ACC-cradle': 88.06952222700885, 'ACC-pot,flowerpot': 0.9826302729528537, 'ACC-conveyer belt,conveyor belt,conveyer,conveyor,transporter': 86.41274136764585, 'ACC-train,railroad train': 99.04271202318569, 'ACC-stool,stools': 50.05201750121536, 'ACC-lake': 15.227100897729946, 'ACC-tank,storage tank': 42.31348375680896, 'ACC-ice,water ice': 3.8276178205064673, 'ACC-basket,handbasket': 12.252291430951178, 'ACC-manhole': 3.0043872284733597, 'ACC-tent,collapsible shelter': 97.71517768304594, 'ACC-canopy': 0.0, 'ACC-microwave,microwave oven': 97.36455565251383, 'ACC-barrel,cask,barrels,casks': 76.07236318124929, 'ACC-dirt track': 20.12399399283761, 'ACC-beam': 44.632355114224076, 'ACC-dishwasher,dish washer,dishwashing machine': 69.68040527862905, 'ACC-plate,plates': 11.29180283290521, 'ACC-crt screen': 0.5480927909979393, 'ACC-ruins': 23.054718875502008, 'ACC-washer,automatic washer,washing machine': 17.096374558799468, 'ACC-blanket,cover': 3.380057487044561, 'ACC-plaything,toy,toys': 20.786452599825584, 'ACC-food,solid food': 38.33021306944816, 'ACC-projection screen': 89.3045686409908, 'ACC-oven': 77.29070596324777, 'ACC-stage': 27.784663051897752, 'ACC-beacon,lighthouse,beacon light,pharos': 71.86044883240555, 'ACC-umbrella': 65.68456832087016, 'ACC-sculpture,sculptures': 19.873395952928842, 'ACC-aqueduct': 99.59191141375251, 'ACC-container': 3.8144993916839622, 'ACC-scaffolding,staging': 21.69534200587495, 'ACC-exhaust hood': 22.70495971735232, 'ACC-curb,curbing,kerb': 58.948745391842074, 'ACC-roller coaster': 52.45878540228266, 'ACC-horse,equus caballus': 91.39524031731217, 'ACC-catwalk': 98.28427323884723, 'ACC-glass,drinking glass': 0.0, 'ACC-vase,vases': 74.17164500831434, 'ACC-central reservation': 0.0, 'ACC-carousel': 56.84979206876653, 'ACC-radiator': 28.319884890299008, 'ACC-closet': 0.0, 'ACC-machine': 0.0, 'ACC-pier,wharf,wharfage,dock': 49.81043710972346, 'ACC-ceiling fan,floor fan': 59.13976536848558, 'ACC-inflatable bounce game': 99.0467372665465, 'ACC-pitch': 42.108563180479265, 'ACC-paper': 2.8996122361051273, 'ACC-arcade,colonnade': 35.25077622370816, 'ACC-hot tub': 0.5854608784030576, 'ACC-helicopter': 84.52740204744481, 'ACC-tray,trays': 6.251613668557712, 'ACC-partition,divider': 0.006889695967559374, 'ACC-vineyard': 100.0, 'ACC-bowl': 0.0, 'ACC-bullring': 99.07121921510411, 'ACC-flag,flags': 62.05547802023372, 'ACC-pot': 0.0, 'ACC-footbridge,overcrossing,pedestrian bridge': 10.293774357554057, 'ACC-shower': 0.0, 'ACC-bag,traveling bag,travelling bag,grip,suitcase': 91.82842080038341, 'ACC-bulletin board,notice board': 9.894635836277423, 'ACC-confessional booth': 99.64590056050164, 'ACC-trunk,tree trunk,bole': 0.0, 'ACC-forest': 0.0, 'ACC-elevator door': 99.91799370649376, 'ACC-laptop,laptop computer': 92.61555259007643, 'ACC-instrument panel': 0.0, 'ACC-bucket,pail': 1.511553953784185, 'ACC-tapestry,tapis': 38.23675764436593, 'ACC-platform': 3.5212656695302034, 'ACC-jacket': 5.593508892672149, 'ACC-gate': 0.0, 'ACC-monitor,monitoring device,monitors': 8.007839843203136, 'ACC-telephone booth,phone booth,call box,telephone box,telephone kiosk': 51.071598666454996, 'ACC-spotlight,spot': 0.20406973354323363, 'ACC-ring': 0.0, 'ACC-control panel': 0.0, 'ACC-blackboard,chalkboard': 72.6008869877017, 'ACC-air conditioner,air conditioning': 37.994785121889926, 'ACC-chest': 0.0, 'ACC-clock': 35.153507887198934, 'ACC-sand dune': 96.26086956521739, 'ACC-pipe,pipage,piping': 53.882700069930934, 'ACC-vault': 0.0, 'ACC-table football': 97.7517571474947, 'ACC-cannon': 0.0, 'ACC-swimming pool,swimming bath': 85.12980026723585, 'ACC-fluorescent,fluorescent fixture': 72.25491275822465, 'ACC-statue': 0.0, 'ACC-loudspeaker,speaker,speaker unit,loudspeaker system,speaker system': 22.31467866101548, 'ACC-exhibitor': 0.0, 'ACC-ladder': 58.28047410199717, 'ACC-carport': 0.0, 'ACC-dam': 100.0, 'ACC-pulpit': 91.7462775069179, 'ACC-skylight,fanlight': 96.8309621738251, 'ACC-water tower': 94.20625494853523, 'ACC-grill,grille,grillwork': 0.0, 'ACC-display board': 0.0, 'ACC-pane,pane of glass,window glass': 41.37021170919476, 'ACC-rubbish,trash,scrap': 63.153342645530145, 'ACC-ice rink': 0.0017799215944537643, 'ACC-fruit': 64.77676084361322, 'ACC-patio': 0.0, 'ACC-vending machine': 49.656210881515214, 'ACC-telephone,phone,telephone set': 4.245354283124339, 'ACC-net': 59.75591025625878, 'ACC-backpack,back 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'ACC-monument': 0.0, 'ACC-henhouse': 88.78807930165678, 'ACC-cockpit': 0.0, 'ACC-heater,warmer': 0.0, 'ACC-windmill,aerogenerator,wind generator': 43.008858529661495, 'ACC-pool': 0.0, 'ACC-elevator,lift': 0.0, 'ACC-decoration,ornament,ornamentation': 0.0, 'ACC-labyrinth': 99.43925861258478, 'ACC-text,textual matter': 0.0, 'ACC-printer': 35.040995035975236, 'ACC-mezzanine,first balcony': 51.18909015424327, 'ACC-mattress': 0.0, 'ACC-straw': 0.0, 'ACC-stalls': 21.131995327599025, 'ACC-patio,terrace': 0.0, 'ACC-billboard,hoarding': 0.0, 'ACC-bus stop': 51.68041604823214, 'ACC-trouser,pant': 18.28462474111575, 'ACC-console table,console': 42.69174027526191, 'ACC-rack': 3.103240682894692, 'ACC-notebook': 0.0, 'ACC-shrine': 0.0, 'ACC-pantry': 95.6165254718481, 'ACC-cart': 40.22453070085337, 'ACC-steam shovel': 0.0, 'ACC-porch': 0.0, 'ACC-postbox,mailbox,letter box': 2.8048741484632362, 'ACC-figurine,statuette': 0.5135887010485769, 'ACC-recycling bin': 0.0, 'ACC-folding screen': 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'ACC-volleyball court': 2.6423636860387965, 'ACC-table tennis': 0.31105772270342036, 'ACC-control table': 99.826130153999, 'ACC-shirt': 6.1304152469390045, 'ACC-merchandise,ware,product': 0.0, 'ACC-railway': 0.0, 'ACC-parterre': 0.0, 'ACC-chimney': 0.48244189822331496, 'ACC-can,tin,tin can': 5.668431410594008, 'ACC-tanks': 0.0, 'ACC-fabric,cloth,material,textile': 0.0, 'ACC-alga,algae': 60.065563999403956, 'ACC-system': 0.0, 'ACC-map': 16.250828469416113, 'ACC-greenhouse': 99.2436650929762, 'ACC-mug': 8.908731165339152, 'ACC-barbecue': 57.82534246575343, 'ACC-trailer': 43.100390209294076, 'ACC-toilet tissue,toilet paper,bathroom tissue': 50.86881496047193, 'ACC-organ': 98.65248674577127, 'ACC-dishrag,dishcloth': 0.0, 'ACC-island': 8.629592850049653, 'ACC-keyboard': 93.34257975034674, 'ACC-trench': 43.08538501833421, 'ACC-basket,basketball hoop,hoop': 36.07843137254902, 'ACC-steering wheel,wheel': 0.038859474425608394, 'ACC-pitcher,ewer': 44.995164410058024, 'ACC-goal': 0.0, 'ACC-bread,breadstuff,staff of life': 0.0, 'ACC-beds': 0.0, 'ACC-wood': 10.925449871465295, 'ACC-file cabinet': 5.531655343806168, 'ACC-newspaper,paper': 27.398241615109086, 'ACC-motorboat': 0.0, 'ACC-rope': 0.0, 'ACC-guitar': 20.14963441591566, 'ACC-rubble': 98.31224368186757, 'ACC-scarf': 0.0, 'ACC-barrels': 0.0, 'ACC-cap': 0.0, 'ACC-leaves': 0.0, 'ACC-control tower': 96.57338034376377, 'ACC-dashboard': 0.0, 'ACC-bandstand': 81.99046815058612, 'ACC-lectern': 93.63496932515338, 'ACC-switch,electric switch,electrical switch': 0.0, 'ACC-baseboard,mopboard,skirting board': 63.500019890997336, 'ACC-shower room': 0.0, 'ACC-smoke': 97.91598400943705, 'ACC-faucet,spigot': 0.0, 'ACC-bulldozer': 93.787081490178, 'ACC-saucepan': 3.4366976101125815, 'ACC-shops': 35.42972583799583, 'ACC-meter': 0.0, 'ACC-crevasse': 96.5549617217969, 'ACC-gear': 0.0, 'ACC-candelabrum,candelabra': 14.641315330210341, 'ACC-sofa bed': 99.24860317256439, 'ACC-tunnel': 5.118528128317019, 'ACC-pallet': 0.0, 'ACC-wire,conducting wire': 0.0, 'ACC-kettle,boiler': 16.170473977287674, 'ACC-bidet': 0.0, 'ACC-baby buggy,baby carriage,carriage,perambulator,pram,stroller,go-cart,pushchair,pusher': 75.40430346657303, 'ACC-music stand': 14.331756631422742, 'ACC-pipe,tube': 0.0, 'ACC-cup,cups,drinking glass,drinking glasses': 73.4658896126157, 'ACC-parking meter': 23.847102342786684, 'ACC-ice hockey rink': 97.66525953352357, 'ACC-shelter': 0.0, 'ACC-weeds': 0.0, 'ACC-temple': 87.27292140144293, 'ACC-patty,cake': 10.665890763987031, 'ACC-ski slope': 0.6433955158568088, 'ACC-panel': 0.0, 'ACC-wallet': 0.0, 'ACC-wheel': 0.0, 'ACC-towel rack,towel horse': 31.88099496016908, 'ACC-roundabout': 28.55912949898362, 'ACC-canister,cannister,tin': 0.0, 'ACC-rod': 0.0, 'ACC-soap dispenser': 16.17731172545281, 'ACC-bell': 0.0, 'ACC-canvas': 0.0, 'ACC-box office,ticket office,ticket booth': 0.0, 'ACC-teacup': 0.0, 'ACC-trellis': 58.27184638634545, 'ACC-workbench': 0.36514251457845115, 'ACC-valley,vale': 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'ACC-tennis table': 86.93484948790841, 'ACC-stadium': 11.674925668979187, 'ACC-safety belt': 70.10635890472957, 'ACC-cover': 0.0, 'ACC-dish rack': 8.210747523266287, 'ACC-synthesizer': 0.8737640836974018, 'ACC-pumpkin': 0.0, 'ACC-gutter': 0.0, 'ACC-fruit stand': 99.03568167985392, 'ACC-ice floe,floe': 100.0, 'ACC-handle,grip,handgrip,hold': 0.0, 'ACC-wheelchair': 0.0, 'ACC-mousepad,mouse mat': 38.7669313404951, 'ACC-diploma': 0.0, 'ACC-fairground ride': 89.53782798631013, 'ACC-radio': 29.331226961558716, 'ACC-hotplate': 0.0, 'ACC-junk': 0.0, 'ACC-wheelbarrow': 9.171597633136095, 'ACC-stream': 80.68970451455964, 'ACC-toll plaza': 99.53574060427414, 'ACC-punching bag': 93.22566814349007, 'ACC-trough': 8.90939979333415, 'ACC-throne': 94.67592592592592, 'ACC-chair desk': 0.0, 'ACC-weighbridge': 81.80872134009198, 'ACC-extractor fan': 37.967914438502675, 'ACC-hanging clothes': 0.0, 'ACC-dish,dish aerial,dish antenna,saucer': 7.910228108903605, 'ACC-alarm clock,alarm': 17.769566677863622, 'ACC-ski lift': 0.0, 'ACC-chain': 0.0, 'ACC-garage': 2.4050632911392404, 'ACC-mechanical shovel': 65.0804957971221, 'ACC-wine rack': 5.789680976762504, 'ACC-tramway': 0.0, 'ACC-treadmill': 0.7251153592617008, 'ACC-menu': 0.0, 'ACC-block': 0.0, 'ACC-well': 0.0, 'ACC-witness stand': 99.71141706246618, 'ACC-branch': 0.0, 'ACC-duck': 0.0, 'ACC-casserole': 40.31434712520151, 'ACC-frying pan': 0.0, 'ACC-desk organizer': 21.889126814180347, 'ACC-mast': 0.0, 'ACC-spectacles,specs,eyeglasses,glasses': 0.0, 'ACC-service elevator': 0.0, 'ACC-dollhouse': 98.84564976308096, 'ACC-hammock': 0.0, 'ACC-clothes hanging': 0.0, 'ACC-photocopier': 96.93913974656434, 'ACC-notepad': 0.0, 'ACC-golf cart': 8.173076923076923, 'ACC-footpath': 0.0, 'ACC-cross': 58.670458585140416, 'ACC-baptismal font': 59.43954527379477, 'ACC-boiler': 0.0, 'ACC-skip': 0.0, 'ACC-rotisserie': 6.2326760117209155, 'ACC-tables': 58.6439588688946, 'ACC-water mill': 0.0, 'ACC-helmet': 63.44772545889864, 'ACC-cover curtain': 0.0, 'ACC-brick': 0.0, 'ACC-table runner': 48.057234488713455, 'ACC-ashtray': 0.0, 'ACC-street box': 45.42878448918717, 'ACC-stick': 60.12384624372006, 'ACC-hangers': 38.35653835653836, 'ACC-cells': 0.0, 'ACC-urinal': 0.33855268726195514, 'ACC-centerpiece': 0.0, 'ACC-portable fridge': 0.0, 'ACC-dvds': 0.0, 'ACC-golf club': 2.4583963691376702, 'ACC-skirting board': 0.0, 'ACC-water cooler': 65.56009231315463, 'ACC-clipboard': 0.0, 'ACC-camera,photographic camera': 0.0, 'ACC-pigeonhole': 6.666950125430502, 'ACC-chips': 7.646884566011653, 'ACC-food processor': 0.0, 'ACC-post box': 58.78740617993956, 'ACC-lid': 0.0, 'ACC-drum': 30.218068535825545, 'ACC-blender': 16.770315091210612, 'ACC-cave entrance': 0.0, 'ACC-dental chair': 97.33207784055242, 'ACC-obelisk': 0.0, 'ACC-canoe': 84.7457627118644, 'ACC-mobile': 0.0, 'ACC-monitors': 0.0, 'ACC-pool ball': 0.0, 'ACC-cue rack': 0.0, 'ACC-baggage carts': 35.72479850484756, 'ACC-shore': 0.0, 'ACC-fork': 55.88150704630429, 'ACC-paper filer': 0.0, 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'ACC-palette': 0.0, 'ACC-shopping carts': 74.06103286384976, 'ACC-tools': 0.0, 'ACC-push button,push,button': 0.0, 'ACC-star': 0.0, 'ACC-roof rack': 0.0, 'ACC-barbed wire': 97.46450304259635, 'ACC-spray': 0.0, 'ACC-ear': 0.0, 'ACC-sponge': 0.0, 'ACC-racket': 32.48407643312102, 'ACC-tins': 0.0, 'ACC-eyeglasses': 0.0, 'ACC-file': 0.0, 'ACC-scarfs': 82.75862068965517, 'ACC-sugar bowl': 0.0, 'ACC-flip flop': 0.0, 'ACC-headstones': 18.87467476149176, 'ACC-laptop bag': 96.50981614210035, 'ACC-leash': 24.134078212290504, 'ACC-climbing frame': 60.71625344352617, 'ACC-suit hanger': 0.0, 'ACC-floor spotlight': 0.0, 'ACC-plate rack': 0.0, 'ACC-sewer': 0.0, 'ACC-hard drive': 88.36987607244996, 'ACC-sprinkler': 0.0, 'ACC-tools box': 95.0452391210685, 'ACC-necklace': 0.0, 'ACC-bulbs': 0.0, 'ACC-steel industry': 0.0, 'ACC-club': 0.0, 'ACC-jack': 0.0, 'ACC-door bars': 99.24219345011424, 'ACC-control panel,instrument panel,control board,board,panel': 0.0, 'ACC-hairbrush': 0.0, 'ACC-napkin holder': 0.574673788114394, 'ACC-office': 0.0, 'ACC-smoke detector': 73.35989375830013, 'ACC-utensils': 0.0, 'ACC-apron': 0.14511155450752766, 'ACC-scissors': 59.51742627345844, 'ACC-terminal': 0.0, 'ACC-grinder': 0.0, 'ACC-entry phone': 0.0, 'ACC-newspaper stand': 0.0, 'ACC-pepper shaker': 0.0, 'ACC-onions': 0.0, 'ACC-central processing unit,cpu,central processor,processor,mainframe': 0.0, 'ACC-tape': 0.0, 'ACC-bat': 0.0, 'ACC-coaster': 0.0, 'ACC-calculator': 0.0, 'ACC-potatoes': 0.0, 'ACC-luggage rack': 0.0, 'ACC-salt': 0.2729478366356652, 'ACC-street number': 0.0, 'ACC-viewpoint': 0.0, 'ACC-sword': 6.534870950027457, 'ACC-cd': 0.0, 'ACC-rowing machine': 100.0, 'ACC-plug': 0.0, 'ACC-andiron,firedog,dog,dog-iron': 0.0, 'ACC-pepper': 0.0, 'ACC-tongs': 48.25581395348838, 'ACC-bonfire': 100.0, 'ACC-dog dish': 80.97928436911488, 'ACC-belt': 0.0, 'ACC-dumbbells': 0.0, 'ACC-videocassette recorder,vcr': 0.0, 'ACC-hook': 0.0, 'ACC-envelopes': 0.0, 'ACC-shower faucet': 0.0, 'ACC-watch': 0.0, 'ACC-padlock': 0.0, 'ACC-swimming pool ladder': 2.0618556701030926, 'ACC-spanners': 0.0, 'ACC-gravy boat': 0.0, 'ACC-notice board': 0.0, 'ACC-trash bags': 0.0, 'ACC-fire alarm': 0.0, 'ACC-ladle': 5.930359085963003, 'ACC-stethoscope': 0.0, 'ACC-rocket': 0.0, 'ACC-funnel': 0.0, 'ACC-bowling pins': 0.0, 'ACC-valve': 0.0, 'ACC-thermometer': 0.0, 'ACC-cups': 0.0, 'ACC-spice jar': 0.0, 'ACC-night light': 0.0, 'ACC-soaps': 73.30623306233063, 'ACC-games table': 0.0, 'ACC-slotted spoon': 0.0, 'ACC-reel': 0.0, 'ACC-scourer': 0.0, 'ACC-sleeping robe': 0.0, 'ACC-desk mat': 0.0, 'ACC-dumbbell': 0.0, 'ACC-hammer': 0.0, 'ACC-tie': 95.04979496192149, 'ACC-typewriter': 20.116279069767444, 'ACC-shaker': 0.0, 'ACC-cheese dish': 0.0, 'ACC-sea star': 0.0, 'ACC-racquet': 0.0, 'ACC-butane gas cylinder': 0.0, 'ACC-paper weight': 0.0, 'ACC-shaving brush': 2.727272727272727, 'ACC-sunglasses': 0.0, 'ACC-gear shift': 0.0, 'ACC-towel rail': 0.0, 'ACC-adding machine,totalizer,totaliser': 0.0})])
[02/29 14:17:40] d2.engine.defaults INFO: Evaluation results for openvocab_ade20k_full_sem_seg_val in csv format:
[02/29 14:17:40] d2.evaluation.testing INFO: copypaste: Task: sem_seg
[02/29 14:17:40] d2.evaluation.testing INFO: copypaste: mIoU,S_mIoU,U_mIoU,fwIoU,mACC,pACC,Recall,S_Recall,U_Recall
[02/29 14:17:40] d2.evaluation.testing INFO: copypaste: 14.3935,35.5376,11.5308,51.4719,28.9337,60.9959,60.9959,67.7625,19.7408