Node Classification on Reddit (transductive)
70.04AUC-ROCTGAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TGATSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 70.04 | 4.5 | |
| TCLSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 68.87 | 5.5 | |
| DyGFormerSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 68 | 2.5 | |
| TGFormerSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 66.41 | 4 | |
| CAWNSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 66.34 | 6 | |
| GraphMixerSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 64.22 | 5.5 | |
| DyRepSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 63.72 | 5.5 | |
| TGNSetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 63.27 | 6.5 | |
| JODIESetting=transductive, Decoder=three-layer MLP, Pre-trained on=link prediction2026.05 | 60.37 | 5 |