diff --git a/configs/textdet/dbnet/_base_dbnet_r18_fpnc.py b/configs/textdet/dbnet/_base_dbnet_resnet18_fpnc.py
similarity index 100%
rename from configs/textdet/dbnet/_base_dbnet_r18_fpnc.py
rename to configs/textdet/dbnet/_base_dbnet_resnet18_fpnc.py
diff --git a/configs/textdet/dbnet/_base_dbnet_r50dcnv2_fpnc.py b/configs/textdet/dbnet/_base_dbnet_resnet50-dcnv2_fpnc.py
similarity index 100%
rename from configs/textdet/dbnet/_base_dbnet_r50dcnv2_fpnc.py
rename to configs/textdet/dbnet/_base_dbnet_resnet50-dcnv2_fpnc.py
diff --git a/configs/textdet/dbnet/dbnet_r18_fpnc_100k_iters_synthtext.py b/configs/textdet/dbnet/dbnet_resnet18_fpnc_100k_synthtext.py
similarity index 95%
rename from configs/textdet/dbnet/dbnet_r18_fpnc_100k_iters_synthtext.py
rename to configs/textdet/dbnet/dbnet_resnet18_fpnc_100k_synthtext.py
index 5bbd52f74..cfc9aa5b6 100644
--- a/configs/textdet/dbnet/dbnet_r18_fpnc_100k_iters_synthtext.py
+++ b/configs/textdet/dbnet/dbnet_resnet18_fpnc_100k_synthtext.py
@@ -1,5 +1,5 @@
 _base_ = [
-    '_base_dbnet_r18_fpnc.py',
+    '_base_dbnet_resnet18_fpnc.py',
     '../../_base_/det_datasets/synthtext.py',
     '../../_base_/textdet_default_runtime.py',
     '../../_base_/schedules/schedule_sgd_100k_iters.py',
diff --git a/configs/textdet/dbnet/dbnet_r18_fpnc_1200e_icdar2015.py b/configs/textdet/dbnet/dbnet_resnet18_fpnc_1200e_icdar2015.py
similarity index 95%
rename from configs/textdet/dbnet/dbnet_r18_fpnc_1200e_icdar2015.py
rename to configs/textdet/dbnet/dbnet_resnet18_fpnc_1200e_icdar2015.py
index 2ac9718bb..44429fa0b 100644
--- a/configs/textdet/dbnet/dbnet_r18_fpnc_1200e_icdar2015.py
+++ b/configs/textdet/dbnet/dbnet_resnet18_fpnc_1200e_icdar2015.py
@@ -1,5 +1,5 @@
 _base_ = [
-    '_base_dbnet_r18_fpnc.py',
+    '_base_dbnet_resnet18_fpnc.py',
     '../../_base_/det_datasets/icdar2015.py',
     '../../_base_/textdet_default_runtime.py',
     '../../_base_/schedules/schedule_sgd_1200e.py',
diff --git a/configs/textdet/dbnet/dbnet_r50dcnv2_fpnc_100k_iters_synthtext.py b/configs/textdet/dbnet/dbnet_resnet50-dcnv2_fpnc_100k_synthtext.py
similarity index 94%
rename from configs/textdet/dbnet/dbnet_r50dcnv2_fpnc_100k_iters_synthtext.py
rename to configs/textdet/dbnet/dbnet_resnet50-dcnv2_fpnc_100k_synthtext.py
index c16516033..cd40fcd1a 100644
--- a/configs/textdet/dbnet/dbnet_r50dcnv2_fpnc_100k_iters_synthtext.py
+++ b/configs/textdet/dbnet/dbnet_resnet50-dcnv2_fpnc_100k_synthtext.py
@@ -1,5 +1,5 @@
 _base_ = [
-    '_base_dbnet_r50dcnv2_fpnc.py',
+    '_base_dbnet_resnet50-dcnv2_fpnc.py',
     '../../_base_/textdet_default_runtime.py',
     '../../_base_/det_datasets/synthtext.py',
     '../../_base_/schedules/schedule_sgd_100k_iters.py',
diff --git a/configs/textdet/dbnet/dbnet_r50dcnv2_fpnc_1200e_icdar2015.py b/configs/textdet/dbnet/dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015.py
similarity index 95%
rename from configs/textdet/dbnet/dbnet_r50dcnv2_fpnc_1200e_icdar2015.py
rename to configs/textdet/dbnet/dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015.py
index d64fa43fc..019123d60 100644
--- a/configs/textdet/dbnet/dbnet_r50dcnv2_fpnc_1200e_icdar2015.py
+++ b/configs/textdet/dbnet/dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015.py
@@ -1,5 +1,5 @@
 _base_ = [
-    '_base_dbnet_r50dcnv2_fpnc.py',
+    '_base_dbnet_resnet50-dcnv2_fpnc.py',
     '../../_base_/det_datasets/icdar2015.py',
     '../../_base_/textdet_default_runtime.py',
     '../../_base_/schedules/schedule_sgd_1200e.py',
diff --git a/configs/textdet/dbnet/metafile.yml b/configs/textdet/dbnet/metafile.yml
index c6abdbca6..f0f178f95 100644
--- a/configs/textdet/dbnet/metafile.yml
+++ b/configs/textdet/dbnet/metafile.yml
@@ -15,9 +15,9 @@ Collections:
   README: configs/textdet/dbnet/README.md
 
 Models:
-  - Name: dbnet_r18_fpnc_1200e_icdar2015
+  - Name: dbnet_resnet18_fpnc_1200e_icdar2015
     In Collection: DBNet
-    Config: configs/textdet/dbnet/dbnet_r18_fpnc_1200e_icdar2015.py
+    Config: configs/textdet/dbnet/dbnet_resnet18_fpnc_1200e_icdar2015.py
     Metadata:
       Training Data: ICDAR2015
     Results:
@@ -27,9 +27,9 @@ Models:
           hmean-iou: 0.795
     Weights: https://download.openmmlab.com/mmocr/textdet/dbnet/dbnet_r18_fpnc_sbn_1200e_icdar2015_20210329-ba3ab597.pth
 
-  - Name: dbnet_r50dcnv2_fpnc_1200e_icdar2015
+  - Name: dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015
     In Collection: DBNet
-    Config: configs/textdet/dbnet/dbnet_r50dcnv2_fpnc_1200e_icdar2015.py
+    Config: configs/textdet/dbnet/dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015.py
     Metadata:
       Training Data: ICDAR2015
     Results:
diff --git a/configs/textdet/dbnetpp/_base_dbnetpp_r50dcnv2_fpnc.py b/configs/textdet/dbnetpp/_base_dbnetpp_resnet50-dcnv2_fpnc.py
similarity index 100%
rename from configs/textdet/dbnetpp/_base_dbnetpp_r50dcnv2_fpnc.py
rename to configs/textdet/dbnetpp/_base_dbnetpp_resnet50-dcnv2_fpnc.py
diff --git a/configs/textdet/dbnetpp/dbnetpp_r50dcnv2_fpnc_100k_iter_synthtext.py b/configs/textdet/dbnetpp/dbnetpp_resnet50-dcnv2_fpnc_100k_synthtext.py
similarity index 94%
rename from configs/textdet/dbnetpp/dbnetpp_r50dcnv2_fpnc_100k_iter_synthtext.py
rename to configs/textdet/dbnetpp/dbnetpp_resnet50-dcnv2_fpnc_100k_synthtext.py
index 293cdda66..c43deb6f7 100644
--- a/configs/textdet/dbnetpp/dbnetpp_r50dcnv2_fpnc_100k_iter_synthtext.py
+++ b/configs/textdet/dbnetpp/dbnetpp_resnet50-dcnv2_fpnc_100k_synthtext.py
@@ -1,5 +1,5 @@
 _base_ = [
-    '_base_dbnetpp_r50dcnv2_fpnc.py',
+    '_base_dbnetpp_resnet50-dcnv2_fpnc.py',
     '../../_base_/textdet_default_runtime.py',
     '../../_base_/det_datasets/synthtext.py',
     '../../_base_/schedules/schedule_sgd_100k_iters.py',
diff --git a/configs/textdet/dbnetpp/dbnetpp_r50dcnv2_fpnc_1200e_icdar2015.py b/configs/textdet/dbnetpp/dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015.py
similarity index 94%
rename from configs/textdet/dbnetpp/dbnetpp_r50dcnv2_fpnc_1200e_icdar2015.py
rename to configs/textdet/dbnetpp/dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015.py
index 527c24590..bda888282 100644
--- a/configs/textdet/dbnetpp/dbnetpp_r50dcnv2_fpnc_1200e_icdar2015.py
+++ b/configs/textdet/dbnetpp/dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015.py
@@ -1,5 +1,5 @@
 _base_ = [
-    '_base_dbnetpp_r50dcnv2_fpnc.py',
+    '_base_dbnetpp_resnet50-dcnv2_fpnc.py',
     '../../_base_/textdet_default_runtime.py',
     '../../_base_/det_datasets/icdar2015.py',
     '../../_base_/schedules/schedule_sgd_1200e.py',
diff --git a/configs/textdet/dbnetpp/metafile.yml b/configs/textdet/dbnetpp/metafile.yml
index b40571c11..ffe45822a 100644
--- a/configs/textdet/dbnetpp/metafile.yml
+++ b/configs/textdet/dbnetpp/metafile.yml
@@ -15,9 +15,9 @@ Collections:
   README: configs/textdet/dbnetpp/README.md
 
 Models:
-  - Name: dbnetpp_r50dcnv2_fpnc_1200e_icdar2015.py
+  - Name: dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015
     In Collection: DBNetpp
-    Config: configs/textdet/dbnetpp/dbnetpp_r50dcnv2_fpnc_1200e_icdar2015.py
+    Config: configs/textdet/dbnetpp/dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015.py
     Metadata:
       Training Data: ICDAR2015
     Results:
diff --git a/configs/textdet/drrg/_base_drrg_r50_fpn_unet.py b/configs/textdet/drrg/_base_drrg_resnet50_fpn-unet.py
similarity index 100%
rename from configs/textdet/drrg/_base_drrg_r50_fpn_unet.py
rename to configs/textdet/drrg/_base_drrg_resnet50_fpn-unet.py
diff --git a/configs/textdet/drrg/drrg_r50_fpn_unet_1200e_ctw1500.py b/configs/textdet/drrg/drrg_resnet50_fpn-unet_1200e_ctw1500.py
similarity index 94%
rename from configs/textdet/drrg/drrg_r50_fpn_unet_1200e_ctw1500.py
rename to configs/textdet/drrg/drrg_resnet50_fpn-unet_1200e_ctw1500.py
index 3c715cad6..5d1372bc6 100644
--- a/configs/textdet/drrg/drrg_r50_fpn_unet_1200e_ctw1500.py
+++ b/configs/textdet/drrg/drrg_resnet50_fpn-unet_1200e_ctw1500.py
@@ -1,5 +1,5 @@
 _base_ = [
-    '_base_drrg_r50_fpn_unet.py',
+    '_base_drrg_resnet50_fpn-unet.py',
     '../../_base_/det_datasets/ctw1500.py',
     '../../_base_/textdet_default_runtime.py',
     '../../_base_/schedules/schedule_sgd_1200e.py',
diff --git a/configs/textdet/drrg/metafile.yml b/configs/textdet/drrg/metafile.yml
index 8e7224eb3..f3f1ce8c9 100644
--- a/configs/textdet/drrg/metafile.yml
+++ b/configs/textdet/drrg/metafile.yml
@@ -14,9 +14,9 @@ Collections:
   README: configs/textdet/drrg/README.md
 
 Models:
-  - Name: drrg_r50_fpn_unet_1200e_ctw1500
+  - Name: drrg_resnet50_fpn-unet_1200e_ctw1500
     In Collection: DRRG
-    Config: configs/textdet/drrg/drrg_r50_fpn_unet_1200e_ctw1500.py
+    Config: configs/textdet/drrg/drrg_resnet50_fpn-unet_1200e_ctw1500.py
     Metadata:
       Training Data: CTW1500
     Results:
diff --git a/configs/textrecog/abinet/metafile.yml b/configs/textrecog/abinet/metafile.yml
index 2a9c5f0ee..09e5ea1ef 100644
--- a/configs/textrecog/abinet/metafile.yml
+++ b/configs/textrecog/abinet/metafile.yml
@@ -18,7 +18,7 @@ Collections:
   README: configs/textrecog/abinet/README.md
 
 Models:
-  - Name: abinet_vision_only_academic
+  - Name: abinet-vision_6e_st-an_mj
     In Collection: ABINet
     Config: configs/textrecog/abinet/abinet-vision_6e_st-an_mj.py
     Metadata:
@@ -52,7 +52,7 @@ Models:
           word_acc: 86.5
     Weights: https://download.openmmlab.com/mmocr/textrecog/abinet/abinet_vision_only_academic-e6b9ea89.pth
 
-  - Name: abinet_academic
+  - Name: abinet_6e_st-an_mj
     In Collection: ABINet
     Config: configs/textrecog/abinet/abinet_6e_st-an_mj.py
     Metadata: