Graph Classification on MolHIV Unseen Graph
0.7905ROC AUCPNA
Evaluation results
| Method | Links | |
|---|---|---|
| PNAMemory=O(E)2021.04 | 0.7905 | |
| EGC-MMemory=O(V)2021.04 | 0.7818 | |
| EGC-SMemory=O(V)2021.04 | 0.7744 | |
| GATMemory=O(E)2021.04 | 0.7717 | |
| GATv2Memory=O(E)2021.04 | 0.7715 | |
| MPNN-MaxMemory=O(E)2021.04 | 0.7707 | |
| GCNMemory=O(V)2021.04 | 0.7614 | |
| GINMemory=O(V)2021.04 | 0.7602 | |
| GraphSAGEMemory=O(V)2021.04 | 0.7597 | |
| MPNN-SumMemory=O(E)2021.04 | 0.7519 | |
| GaRAsetting=Zero-shot2026.06 | 0.512 | |
| UNIGTEsetting=Zero-shot2026.06 | 0.501 | |
| TEA-GLMsetting=Zero-shot2026.06 | 0.498 | |
| GOFAsetting=Zero-shot2026.06 | 0.481 | |
| VICUNA-7Bsetting=Zero-shot2026.06 | 0.467 | |
| OFAsetting=Zero-shot2026.06 | 0.404 |