Graph Classification on ogbg-molhiv (val)
86.58AUCGSN
Evaluation Results
| Method | Links | |
|---|---|---|
| GSN2023.08 | 86.58 | |
| GCN-LLMCORRFramework=LLMCORR2024.02 | 85.4 | |
| GIN-LLMCORRFramework=LLMCORR2024.02 | 85.23 | |
| PNAVirtual node=false2021.10 | 85.19 | |
| PNA2023.08 | 85.19 | |
| HIG-LLMCORRFramework=LLMCORR2024.02 | 84.89 | |
| GINVirtual node=true2021.10 | 84.79 | |
| GIN2023.08 | 84.79 | |
| DGNVirtual node=false2021.10 | 84.7 | |
| DGN2023.08 | 84.7 | |
| GCNFramework=Base Model2024.02 | 84.61 | |
| PAS-LLMCORRFramework=LLMCORR2024.02 | 84.22 | |
| GINFramework=Base Model2024.02 | 84.06 | |
| TAPE-LLMCORRFramework=LLMCORR2024.02 | 84.06 | |
| HIGFramework=Base Model2024.02 | 84 | |
| GCNVirtual node=true2021.10 | 83.84 | |
| TAPEFramework=Base Model2024.02 | 83.64 | |
| Nested GINVirtual node=true2021.10 | 83.17 | |
| PASFramework=Base Model2024.02 | 82.73 | |
| PIN2023.08 | 82.41 | |
| PHC-GNNVirtual node=false2021.10 | 82.17 | |
| Deep LRPVirtual node=false2021.10 | 82.09 | |
| Nested GINVirtual node=true, Ensemble=true2021.10 | 80.8 | |
| LM-LLMCORRFramework=LLMCORR2024.02 | 62.53 | |
| LMFramework=Base Model2024.02 | 50.24 |