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Audio Question Answering on AudioCaps-QA (test)
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60.77
Model-as-Judge Score
M3KG-RAG
41.4468
46.4634
51.48
56.4966
Dec 23, 2025
Model-as-Judge Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Model-as-Judge Score
M3KG-RAG
MLLM=Qwen2.5-Omni
2025.12
60.77
M3KG-RAG
MLLM=VideoLLaMA2
2025.12
53.23
VAT-KG
MLLM=Qwen2.5-Omni
2025.12
51.3
Wikidata
MLLM=Qwen2.5-Omni
2025.12
49.78
M2ConceptBase
MLLM=Qwen2.5-Omni
2025.12
49.78
None
MLLM=Qwen2.5-Omni
2025.12
49
VTKG
MLLM=Qwen2.5-Omni
2025.12
48.95
VAT-KG
MLLM=VideoLLaMA2
2025.12
44.6
Wikidata
MLLM=VideoLLaMA2
2025.12
43.58
None
MLLM=VideoLLaMA2
2025.12
43.13
VTKG
MLLM=VideoLLaMA2
2025.12
43.02
M2ConceptBase
MLLM=VideoLLaMA2
2025.12
42.19
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