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Fine-grained Visual Perception on V* Bench
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95.7
Overall Score
o3
64.812
72.831
80.85
88.869
May 20, 2025
Overall Score
Attribute Score
Spatial Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Overall Score
Attribute Score
Spatial Score
o3
E2E=true, Param Size=-
2025.05
95.7
-
-
ZoomEye
E2E=false, Param Size=7B
2025.05
90.6
93.9
85.5
DeepEyes
E2E=true, Param Size=7B
2025.05
90.1
91.3
88.2
Qwen2.5-VL*
E2E=true, Param Size=32B
2025.05
87.9
87.8
88.1
DyFo
E2E=false, Param Size=7B
2025.05
81.2
80
82.9
Pixel-Reasoner
E2E=true, Param Size=7B
2025.05
80.6
83.5
76.3
SEAL
E2E=false, Param Size=7B
2025.05
75.4
74.8
76.3
LLaVA-OneVision
E2E=true, Param Size=7B
2025.05
75.4
75.7
75
Qwen2.5-VL*
E2E=true, Param Size=7B
2025.05
71.2
73.9
67.1
GPT-4o
E2E=true, Param Size=-
2025.05
66
-
-
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