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Benchmarks
Uncertainty Estimation on VILP
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0.521
Verb-U
Verb-U
0.50228
0.50714
0.512
0.51686
Jun 30, 2026
Verb-U
A-E
SE
C&U
VL-U
VSE
Updated 24d ago
Evaluation Results
Method
Method
Links
Verb-U
A-E
SE
C&U
VL-U
VSE
Verb-U
Model=Qwen2.5-VL
2026.06
0.521
-
-
-
-
-
Verb-U
Model=Gemma3
2026.06
0.503
-
-
-
-
-
A-E
Model=Qwen2.5-VL
2026.06
-
0.507
-
-
-
-
SE
Model=Qwen2.5-VL
2026.06
-
-
0.535
-
-
-
C&U
Model=Qwen2.5-VL
2026.06
-
-
-
0.515
-
-
VL-U
Model=Qwen2.5-VL
2026.06
-
-
-
-
0.489
-
VSE
Model=Qwen2.5-VL
2026.06
-
-
-
-
-
0.65
A-E
Model=Gemma3
2026.06
-
0.528
-
-
-
-
SE
Model=Gemma3
2026.06
-
-
0.66
-
-
-
C&U
Model=Gemma3
2026.06
-
-
-
0.54
-
-
VL-U
Model=Gemma3
2026.06
-
-
-
-
0.501
-
VSE
Model=Gemma3
2026.06
-
-
-
-
-
0.665
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