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Benchmarks
Node Classification on VideoGames
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93.44
Accuracy
MLaGA
46.224
58.482
70.74
82.998
Jun 3, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
MLaGA
Model Type=Ours
2025.06
93.44
GraphPrompter
Model Type=Graph LLM
2025.06
92.56
Qwen2.5-VL-7B
Model Type=MLLM
2025.06
91.86
MLP
Model Type=GNN-based
2025.06
90.98
MMGCN
Model Type=Multimodal...
2025.06
89.3
GraphSAGE
Model Type=GNN-based
2025.06
86.76
LLaGA-ND
Model Type=Graph LLM,...
2025.06
86.35
LLaGA-ND
Model Type=Graph LLM,...
2025.06
86.08
LLaGA-ND
Model Type=Graph LLM,...
2025.06
85.85
MGAT
Model Type=Multimodal...
2025.06
85.15
Unigraph2
Model Type=Multimodal...
2025.06
81.79
GCN
Model Type=GNN-based
2025.06
77.28
LLaVA1.5-Next-7B
Model Type=MLLM
2025.06
66.75
GraphGPT
Model Type=Graph LLM
2025.06
48.04
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