Graph Classification 벤치마크
Graph Classification on clintox
ROC-AUC
- 2022-03-20 — GTOT-Tuning: ROC-AUC 72.0
- 2023-12-21 — G-Tuning: ROC-AUC 74.64
| Rank | Model | ROC-AUC | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | G-Tuning | 74.64 | Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns | zjunet/G-Tuning | 2023 |
| 2 | GTOT-Tuning | 72 | Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport | youjibiying/gtot-tuning | 2022 |
| 3 | G-Tuning | 74.64 | Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns | zjunet/G-Tuning | 2023 |
| 4 | GTOT-Tuning | 72 | Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport | youjibiying/gtot-tuning | 2022 |