Video Question Answering on VCGPT (test)
44.35Model-as-Judge ScoreM3KG-RAG
Evaluation Results
| Method | Links | |
|---|---|---|
| M3KG-RAGMLLM=Qwen2.5-Omni2025.12 | 44.35 | |
| VAT-KGMLLM=Qwen2.5-Omni2025.12 | 43.5 | |
| VTKGMLLM=Qwen2.5-Omni2025.12 | 42.96 | |
| M2ConceptBaseMLLM=Qwen2.5-Omni2025.12 | 42.78 | |
| NoneMLLM=Qwen2.5-Omni2025.12 | 42.21 | |
| WikidataMLLM=Qwen2.5-Omni2025.12 | 40.82 | |
| M3KG-RAGMLLM=VideoLLaMA22025.12 | 39.92 | |
| VAT-KGMLLM=VideoLLaMA22025.12 | 39.42 | |
| M2ConceptBaseMLLM=VideoLLaMA22025.12 | 39.31 | |
| NoneMLLM=VideoLLaMA22025.12 | 39.09 | |
| VTKGMLLM=VideoLLaMA22025.12 | 38.88 | |
| WikidataMLLM=VideoLLaMA22025.12 | 38.58 |