Node Classification on Wikipedia (transductive)
88.99AUC-ROCJODIE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JODIESetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 88.99 | 5 | |
| DyGFormerSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 87.44 | 2.5 | |
| GraphMixerSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 86.8 | 5.5 | |
| TGFormerSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 86.4 | 4 | |
| DyRepSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 86.39 | 5.5 | |
| TGNSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 86.38 | 6.5 | |
| CAWNSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 84.88 | 6 | |
| TGATSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 84.09 | 4.5 | |
| TCLSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 77.83 | 5.5 |