| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Mutag | OrphicX | Explanation Accuracy83.2 | 21 | 19d ago | |
| TREE-CYCLES | OrphicX | Explanation Accuracy100 | 20 | 3mo ago | |
| BA-SHAPES | OrphicX | Explanation Accuracy100 | 20 | 3mo ago | |
| NCI1 | OrphicX | Explanation Accuracy85.4 | 20 | 3mo ago | |
| IMDB | GraphSVX | Fidelity (Negative)93.4 | 18 | 3mo ago | |
| DBLP | GNNShap | Fidelity -99.4 | 18 | 3mo ago | |
| ACM | Fidelity (-)97.6 | 18 | 3mo ago | ||
| ZINC250K HLM-CLint (test) | PGIBcont + merge | Fidelity+0.796 | 13 | 3mo ago | |
| TREE-CYCLES synthetic (test) | RCExplainer | Edge AUC0.993 | 8 | 3mo ago | |
| ZINC250K DRD2 (test) | VGIB | Fidelity+0.756 | 7 | 3mo ago | |
| ZINC250K QED (test) | VGIB | Fidelity+0.627 | 7 | 3mo ago | |
| ZINC250K RLM-CLint (test) | VGIB | Fidelity+0.765 | 7 | 3mo ago | |
| Alkane-Carbonyl | PGExplainer | Fid+0.09 | 6 | 2mo ago | |
| Fluoride-Carbonyl | GECo | Fidelity+0.615 | 6 | 2mo ago | |
| Benzene | PGExplainer | FID+0.211 | 6 | 2mo ago | |
| MUTAG expert-labeled (test) | OrphicX | Edge AUC1 | 5 | 3mo ago | |
| BA-SHAPES synthetic (test) | OrphicX | Edge AUC0.988 | 5 | 3mo ago | |
| MNIST-75sp (test) | B-COS | Jaccard Index91 | 4 | 14d ago | |
| Di-Halo-Benzene (test) | B-COS | Jaccard Index0.96 | 4 | 14d ago | |
| BA-2Motif (test) | B-COS | Jaccard Index84 | 4 | 14d ago | |
| Mutagenicity | phi_M | Coverage (Class 0)80.06 | 3 | 2mo ago | |
| BBBP | phi_M | Class 0 Coverage47.86 | 2 | 2mo ago | |
| Github (test) | ϕM | FID65.01 | 1 | 2mo ago | |
| Twitch (test) | ϕM | FID Score59.71 | 1 | 2mo ago | |
| Reddit (test) | ϕM | FidD87.39 | 1 | 2mo ago |
