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Video Question Answering on VCGPT (test)

44.35Model-as-Judge ScoreM3KG-RAG
38.349239.907141.46543.0229Dec 23, 2025

Evaluation results

MethodLinks
M3KG-RAGMLLM=Qwen2.5-Omni2025.1244.35
VAT-KGMLLM=Qwen2.5-Omni2025.1243.5
VTKGMLLM=Qwen2.5-Omni2025.1242.96
M2ConceptBaseMLLM=Qwen2.5-Omni2025.1242.78
NoneMLLM=Qwen2.5-Omni2025.1242.21
WikidataMLLM=Qwen2.5-Omni2025.1240.82
M3KG-RAGMLLM=VideoLLaMA22025.1239.92
VAT-KGMLLM=VideoLLaMA22025.1239.42
M2ConceptBaseMLLM=VideoLLaMA22025.1239.31
NoneMLLM=VideoLLaMA22025.1239.09
VTKGMLLM=VideoLLaMA22025.1238.88
WikidataMLLM=VideoLLaMA22025.1238.58