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Benchmarks
Image Understanding on MMStar 11 (test)
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71.4
Average Score
PolyV
30.112
40.831
51.55
62.269
Mar 3, 2026
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Score
PolyV
Backbone=Qwen2.5-VL-7B
2026.03
71.4
InternVL3-8B
Parameters=8B
2026.03
68.2
LLaVA-OV-1.5-8B
Parameters=8B
2026.03
67.7
GPT-4o
2026.03
64.7
InternVL2.5-8B
Parameters=8B
2026.03
62.8
Qwen2.5-VL-7B
Parameters=7B
2026.03
62.5
LLaVA-OV-7B
Parameters=7B
2026.03
61.7
Qwen3-VL-8B
Parameters=8B
2026.03
55
SpaceR
2026.03
53.6
Spatial-MLLM-4B
Parameters=4B
2026.03
49.1
LLaVA-3D
2026.03
31.7
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