Graph Classification on Ogbn-Products
68AccuracyRAG-GFM
Evaluation results
| Method | Links | |
|---|---|---|
| RAG-GFMSetting=LODO (domain), m-shot=52026.01 | 68 | |
| ZeroGSetting=LODO (domain), m-shot=52026.01 | 66.2 | |
| UniGraphSetting=LODO (domain), m-shot=52026.01 | 66 | |
| GraphCLIPSetting=LODO (domain), m-shot=52026.01 | 65.7 | |
| SAMGPTSetting=LODO (domain), m-shot=52026.01 | 60.8 | |
| MDGPTSetting=LODO (domain), m-shot=52026.01 | 60.5 | |
| RAG-GFMSetting=LODO (domain), m-shot=12026.01 | 60.2 | |
| OFASetting=LODO (domain), m-shot=52026.01 | 60.1 | |
| MDGFMSetting=LODO (domain), m-shot=52026.01 | 59.8 | |
| GraphCLIPSetting=LODO (domain), m-shot=12026.01 | 58.6 | |
| ZeroGSetting=LODO (domain), m-shot=12026.01 | 58.5 | |
| UniGraphSetting=LODO (domain), m-shot=12026.01 | 58.1 | |
| GCOPESetting=LODO (domain), m-shot=52026.01 | 57.7 | |
| OFASetting=LODO (domain), m-shot=12026.01 | 56 | |
| GCOPESetting=LODO (domain), m-shot=12026.01 | 55.8 | |
| MDGFMSetting=LODO (domain), m-shot=12026.01 | 54.7 | |
| MDGPTSetting=LODO (domain), m-shot=12026.01 | 54.5 | |
| SAMGPTSetting=LODO (domain), m-shot=12026.01 | 54.4 | |
| InfoGraphSetting=LODO (domain), m-shot=52026.01 | 53.8 | |
| GraphCLSetting=LODO (domain), m-shot=52026.01 | 53 | |
| GATSetting=LODO (domain), m-shot=52026.01 | 52.9 | |
| GCNSetting=LODO (domain), m-shot=52026.01 | 52.6 | |
| GraphCLSetting=LODO (domain), m-shot=12026.01 | 51.7 | |
| InfoGraphSetting=LODO (domain), m-shot=12026.01 | 50.7 | |
| GATSetting=LODO (domain), m-shot=12026.01 | 49.2 | |
| GCNSetting=LODO (domain), m-shot=12026.01 | 47.6 |