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Benchmarks
Knowledge-based Vision-Language Understanding on Knowledge
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48.1
Average Score
Ours w/o Masking
41.028
42.864
44.7
46.536
Dec 17, 2025
Average Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Score
Ours w/o Masking
LLM=Qwen2-7B
2025.12
48.1
JARVIS
LLM=Qwen2-7B
2025.12
47.7
VIRAL
LLM=Qwen2-7B
2025.12
47.2
LLaVA
LLM=Qwen2-7B
2025.12
46.7
VIRAL
LLM=Vicuna-7B
2025.12
42.6
JARVIS
LLM=Vicuna-7B
2025.12
41.6
LLaVA
LLM=Vicuna-7B
2025.12
41.4
Ours w/o Masking
LLM=Vicuna-7B
2025.12
41.3
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