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Link Prediction on Health
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83.45
Accuracy
MLaGA
49.858
58.579
67.3
76.021
Jun 3, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
MLaGA
Model Type=Ours
2025.06
83.45
LLaGA-ND
Model Type=Graph LLM,...
2025.06
83.15
GraphPrompter
Model Type=Graph LLM
2025.06
82.95
LLaGA-ND
Model Type=Graph LLM,...
2025.06
82.63
LLaGA-ND
Model Type=Graph LLM,...
2025.06
82.21
Unigraph2
Model Type=Multimodal...
2025.06
82.07
Qwen2.5-VL-7B
Model Type=MLLM
2025.06
79.45
GCN
Model Type=GNN-based
2025.06
67.97
GraphSAGE
Model Type=GNN-based
2025.06
62.67
MLP
Model Type=GNN-based
2025.06
62.63
GraphGPT
Model Type=Graph LLM
2025.06
62.15
MMGCN
Model Type=Multimodal...
2025.06
55.6
MGAT
Model Type=Multimodal...
2025.06
55.4
LLaVA1.5-Next-7B
Model Type=MLLM
2025.06
51.15
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