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Benchmarks
Multi-grained Video Cooperative Understanding on UFVideo-Bench PixHQA
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4.28
SAvg (with T)
Qwen3-VL
4.0512
4.1106
4.17
4.2294
Dec 12, 2025
SAvg (with T)
J Score
F Score
J and F Score
SAvg (without T)
Updated 4d ago
Evaluation Results
Method
Method
Links
SAvg (with T)
J Score
F Score
J and F Score
SAvg (without T)
Qwen3-VL
Size=32B
2025.12
4.28
-
-
-
7.51
UFVideo
Size=7B
2025.12
4.22
46.83
53
49.91
7.56
GPT-4o
2025.12
4.14
-
-
-
7.35
Qwen3-VL
Size=8B
2025.12
4.06
-
-
-
7.18
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