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ResearchFormerly WizWand

Link Prediction on Amazon-Cloth

26.18MRRDiP
17.18419.519521.85524.1905Mar 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
DiPVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.0326.1814.0854.17
SAGEVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.0325.212.6352.53
DiPVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.0325.1914.2652.09
DiPVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.0325.1613.0551.86
MMGCNVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.0324.7212.4751.32
SAGEVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.0324.5812.1651.12
UniGraph2Visual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.0324.3711.7550.21
BUDDYVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.0324.3512.0551.44
DiPVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.0324.3513.4251.44
UniGraph2Visual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.0323.5812.5449.65
BUDDYVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.0323.4411.0651.08
SAGEVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.0323.1111.148.89
SAGEVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.0322.9811.1248.28
BUDDYVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.0322.9510.4550.87
UniGraph2Visual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.0322.8612.1449.78
BUDDYVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.0322.8210.2451.04
GCNVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.0322.8112.2744.28
UniGraph2Visual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.0322.6812.0348.17
GCNVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.0322.2811.8343.52
MMGCNVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.0322.210.7646.62
MLPVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.0322.1811.4244.86
MGATVisual Encoder (Ev)=ImageBind, Textual Encoder (Et)=ImageBind2026.0322.1310.9645.84
MMGCNVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.0321.7710.4745.81
GCNVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.0321.611.3742.29
MGATVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.0321.4210.3844.11
MGATVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.0321.3810.3944.6
GCNVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.0321.1911.0941.46
MLPVisual Encoder (Ev)=CLIP, Textual Encoder (Et)=CLIP2026.0321.110.742.77
MGATVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.0320.599.7943.44
MMGCNVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.0319.459.2240.49
MLPVisual Encoder (Ev)=ViT, Textual Encoder (Et)=T52026.0317.658.1436.77
MLPVisual Encoder (Ev)=DINOv2, Textual Encoder (Et)=T52026.0317.538.0736.53