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Uncertainty Estimation on MMVet
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78.1
AUC
VSE
57.924
63.162
68.4
73.638
Jun 30, 2026
AUC
Updated 24d ago
Evaluation Results
Method
Method
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AUC
VSE
Model=Qwen2.5-VL
2026.06
78.1
VSE
Model=Gemma3
2026.06
77.8
SNNE
Model=Qwen2.5-VL
2026.06
75.8
SNNE
Model=Gemma3
2026.06
74
SE
Model=Gemma3
2026.06
72.2
SCG
Model=Qwen2.5-VL
2026.06
71.8
SE
Model=Qwen2.5-VL
2026.06
71.6
VL-U
Model=Gemma3
2026.06
69.3
A-E
Model=Qwen2.5-VL
2026.06
68.7
A-P
Model=Qwen2.5-VL
2026.06
67.8
VL-U
Model=Qwen2.5-VL
2026.06
65.9
C&U
Model=Gemma3
2026.06
64.6
SCG
Model=Gemma3
2026.06
62.5
A-E
Model=Gemma3
2026.06
60.7
A-P
Model=Gemma3
2026.06
60.1
Verb-U
Model=Gemma3
2026.06
59.8
Verb-U
Model=Qwen2.5-VL
2026.06
59.5
C&U
Model=Qwen2.5-VL
2026.06
58.7
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