Graph Classification 벤치마크
Graph Classification on ToxCast
ROC-AUC
- 2021-02-23 — GMT: ROC-AUC 65.44
| Rank | Model | ROC-AUC | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | GMT | 65.44 | Accurate Learning of Graph Representations with Graph Multiset Pooling | JinheonBaek/GMT | 2021 |
| 2 | G-Tuning | 64.25 | Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns | zjunet/G-Tuning | 2023 |
| 3 | GTOT-Tuning | 64 | Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport | youjibiying/gtot-tuning | 2022 |
| 4 | GMT | 65.44 | Accurate Learning of Graph Representations with Graph Multiset Pooling | JinheonBaek/GMT | 2021 |
| 5 | G-Tuning | 64.25 | Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns | zjunet/G-Tuning | 2023 |
| 6 | GTOT-Tuning | 64 | Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport | youjibiying/gtot-tuning | 2022 |