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Benchmarks
Perception on MMStar (test)
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72.3
Accuracy
VaLR-M
52.54
57.67
62.8
67.93
Feb 4, 2026
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
VaLR-M
Model Category=Latent...
2026.02
72.3
VaLR-S
Model Category=Latent...
2026.02
70.8
CoVT
Model Category=Latent...
2026.02
69.2
Qwen2.5-VL-7B + vanilla SFT
Model Category=Base mo...
2026.02
67.5
Qwen2.5-VL-7B
Model Category=Base mo...
2026.02
67.1
GPT-4o
Model Category=API models
2026.02
65.2
LVT
Model Category=Latent...
2026.02
64.4
Ocean-R1-7B
Model Category=Reasoni...
2026.02
62.6
Claude-3-Sonnet
Model Category=API models
2026.02
58.8
R1-OneVision-7B
Model Category=Reasoni...
2026.02
55.6
Monet
Model Category=Latent...
2026.02
53.3
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