Node Classification on Ele-fashion (test)
89.5AccuracyDiP
Evaluation results
| Method | Links | |
|---|---|---|
| DiPEv=ImageBind, Et=ImageBind2026.03 | 89.5 | |
| MLPEv=ImageBind, Et=ImageBind2026.03 | 88.73 | |
| DiPEv=CLIP, Et=CLIP2026.03 | 87.93 | |
| SAGEEv=ImageBind, Et=ImageBind2026.03 | 87.71 | |
| DiPEv=DINOv2, Et=T52026.03 | 87.46 | |
| DiPEv=ViT, Et=T52026.03 | 87.19 | |
| SAGEEv=CLIP, Et=CLIP2026.03 | 87.1 | |
| UniGraph2Ev=ImageBind, Et=ImageBind2026.03 | 86.52 | |
| MMGCNEv=ImageBind, Et=ImageBind2026.03 | 86.21 | |
| UniGraph2Ev=DINOv2, Et=T52026.03 | 86.18 | |
| MMGATEv=ImageBind, Et=ImageBind2026.03 | 86.12 | |
| MMGCNEv=CLIP, Et=CLIP2026.03 | 86.1 | |
| UniGraph2Ev=CLIP, Et=CLIP2026.03 | 85.93 | |
| MMGCNEv=DINOv2, Et=T52026.03 | 85.53 | |
| UniGraph2Ev=ViT, Et=T52026.03 | 85.47 | |
| SAGEEv=DINOv2, Et=T52026.03 | 85.31 | |
| MLPEv=CLIP, Et=CLIP2026.03 | 85.16 | |
| MLPEv=ViT, Et=T52026.03 | 84.98 | |
| MLPEv=DINOv2, Et=T52026.03 | 84.87 | |
| MMGATEv=CLIP, Et=CLIP2026.03 | 84.66 | |
| MMGATEv=DINOv2, Et=T52026.03 | 84.54 | |
| SAGEEv=ViT, Et=T52026.03 | 84.41 | |
| MMGATEv=ViT, Et=T52026.03 | 84.01 | |
| MMGCNEv=ViT, Et=T52026.03 | 82.39 | |
| GCNEv=ImageBind, Et=ImageBind2026.03 | 80.35 | |
| GCNEv=CLIP, Et=CLIP2026.03 | 79.83 | |
| GCNEv=ViT, Et=T52026.03 | 79.63 | |
| GCNEv=DINOv2, Et=T52026.03 | 79.37 |