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Benchmarks
Knowledge-based Visual Question Answering on INFOSEEK (Overall)
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33.2
Accuracy
MMhops-R1
19.888
23.344
26.8
30.256
Dec 15, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
MMhops-R1
Model Size=7B
2025.12
33.2
EchoSight
2025.12
31.3
Wiki-LLaVA
2025.12
28.9
CLIP-FiD
2025.12
20.9
CLIP-PaLM
2025.12
20.4
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