Link Prediction on Amazon Sports
35.16MRRDiP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DiPVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.03 | 35.16 | 19.57 | 74.23 | |
| SAGEVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.03 | 34.32 | 17.87 | 73.04 | |
| DiPVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.03 | 34.26 | 18.45 | 72.54 | |
| SAGEVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.03 | 33.83 | 17.57 | 71.9 | |
| DiPVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.03 | 33.74 | 18.21 | 70.53 | |
| DiPVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.03 | 33.47 | 17.93 | 70.42 | |
| BUDDYVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.03 | 33.02 | 17.61 | 69.17 | |
| UniGraph2Visual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.03 | 32.35 | 15.28 | 67.83 | |
| SAGEVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.03 | 32.2 | 16.19 | 69.98 | |
| UniGraph2Visual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.03 | 32.17 | 16.8 | 67.81 | |
| SAGEVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.03 | 32.01 | 15.94 | 69.84 | |
| MMGCNVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.03 | 31.96 | 16.35 | 68.46 | |
| MMGCNVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.03 | 31.74 | 16.45 | 67.39 | |
| GCNVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.03 | 31.67 | 17.07 | 65.61 | |
| UniGraph2Visual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.03 | 31.61 | 15.72 | 65.52 | |
| BUDDYVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.03 | 31.55 | 15.05 | 70.92 | |
| GCNVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.03 | 31.38 | 16.58 | 66.14 | |
| UniGraph2Visual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.03 | 31.08 | 16.04 | 66.73 | |
| GCNVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.03 | 30.83 | 16.31 | 64.76 | |
| MLPVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.03 | 30.45 | 15.91 | 64.1 | |
| GCNVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.03 | 30.42 | 16.02 | 64.02 | |
| BUDDYVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.03 | 30.41 | 14.11 | 69.55 | |
| MMGCNVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.03 | 30.33 | 15.01 | 66.41 | |
| MGATVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.03 | 30.15 | 15.28 | 64.84 | |
| MGATVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.03 | 30.15 | 15.5 | 64.2 | |
| MMGCNVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.03 | 30.04 | 14.98 | 64.56 | |
| BUDDYVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.03 | 30.02 | 13.78 | 69.18 | |
| MGATVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.03 | 28.91 | 14.47 | 62.11 | |
| MLPVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.03 | 28.22 | 14.54 | 59.4 | |
| MGATVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.03 | 27.56 | 13.55 | 60.21 | |
| MLPVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.03 | 24.81 | 11.63 | 54.78 | |
| MLPVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.03 | 24.81 | 11.62 | 54.97 |