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Link Prediction on Beauty
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79.8
Accuracy
MLaGA
49.2448
57.1774
65.11
73.0426
Jun 3, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
MLaGA
Model Type=Ours
2025.06
79.8
LLaGA-ND
Model Type=Graph LLM,...
2025.06
77.92
Unigraph2
Model Type=Multimodal...
2025.06
77.38
GraphPrompter
Model Type=Graph LLM
2025.06
76.6
LLaGA-ND
Model Type=Graph LLM,...
2025.06
76.45
LLaGA-ND
Model Type=Graph LLM,...
2025.06
75.67
Qwen2.5-VL-7B
Model Type=MLLM
2025.06
72.43
GCN
Model Type=GNN-based
2025.06
69.27
GraphSAGE
Model Type=GNN-based
2025.06
65.53
MLP
Model Type=GNN-based
2025.06
63.63
GraphGPT
Model Type=Graph LLM
2025.06
63.5
MMGCN
Model Type=Multimodal...
2025.06
54.6
MGAT
Model Type=Multimodal...
2025.06
53.2
LLaVA1.5-Next-7B
Model Type=MLLM
2025.06
50.42
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