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akhilpandey95 authored Jul 27, 2022
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Expand Up @@ -38,13 +38,15 @@ We use three benchmark datasets
A variety of artificially and semi-artificially generated graph datasets. It is composed of datasets such as `PATTERN`, `CLUSTER`, `MNIST`, `CIFAR-10`, `TSP`, `CSL`.

`Reference`: https://arxiv.org/abs/2003.00982

`Resource`: https://pytorch-geometric.readthedocs.io/en/latest/modules/datasets.html

#### Planetoid-1:

`Planetoid` dataset comprising of citation network datasets `Cora`, `Citeseer`, and `Pubmed`. These are three benchmark datasets used for semi-supervised node classification tasks. Each of the mentioned graph datasets contains bag-of-words representation of documents and citation links between the documents

`Reference`: https://arxiv.org/pdf/1603.08861.pdf

`Resource`: https://pytorch-geometric.readthedocs.io/en/latest/modules/datasets.html

#### MoleculeNet:
Expand All @@ -64,6 +66,7 @@ Within the `MoleculetNet`, we are interested to benchmark, Quantum Mechanics, an
- Lipophilicity: Experimental results of octanol/water distribution coefficient(logD at pH 7.4).

`Reference`: https://moleculenet.org/datasets-1

`Resource`: https://pytorch-geometric.readthedocs.io/en/latest/modules/datasets.html

## Results
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