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Benchmarks
Perception on MMVP (test)
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68.7
Accuracy
GPT-4o
47.9
53.3
58.7
64.1
Feb 4, 2026
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
GPT-4o
Model Category=API models
2026.02
68.7
VaLR-S
Model Category=Latent...
2026.02
60.3
VaLR-M
Model Category=Latent...
2026.02
60.3
LVT
Model Category=Latent...
2026.02
59.3
Qwen2.5-VL-7B + vanilla SFT
Model Category=Base mo...
2026.02
58.7
CoVT
Model Category=Latent...
2026.02
58.7
Ocean-R1-7B
Model Category=Reasoni...
2026.02
58
Qwen2.5-VL-7B
Model Category=Base mo...
2026.02
56
Monet
Model Category=Latent...
2026.02
50
Claude-3-Sonnet
Model Category=API models
2026.02
48.7
R1-OneVision-7B
Model Category=Reasoni...
2026.02
48.7
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