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Uncertainty Estimation on AOKVQA

79.8AUC

Visual Semantic Entropy

49.6457.4765.373.13Jun 30, 2026
Updated 24d ago

Evaluation Results

MethodLinks
2026.06
79.8
2026.06
79.2
2026.06
78.3
2026.06
78.1
2026.06
77.8
2026.06
77.5
2026.06
77.4
2026.06
77.2
2026.06
76.4
2026.06
75.6
2026.06
74.7
2026.06
74.6
2026.06
74.5
2026.06
74.4
2026.06
73.4
2026.06
73.4
2026.06
73.2
2026.06
73.1
2026.06
73
2026.06
72.4
2026.06
72.1
2026.06
72
2026.06
71.5
2026.06
71.2
2026.06
70.8
2026.06
70.6
2026.06
70.2
2026.06
70.1
2026.06
70
2026.06
70
2026.06
65.4
2026.06
65.1
2026.06
63.8
2026.06
63.5
2026.06
63.5
2026.06
63.4
2026.06
63.2
2026.06
63
2026.06
62.5
2026.06
62.2
2026.06
61.8
2026.06
61.6
2026.06
61.3
2026.06
61.2
2026.06
60.8
2026.06
60.2
2026.06
60
2026.06
59.6
2026.06
59.3
2026.06
59.1
2026.06
58.1
2026.06
58
2026.06
57.9
2026.06
57.8
2026.06
57.6
2026.06
57.5
2026.06
56.1
2026.06
55.6
2026.06
54.1
2026.06
54.1
2026.06
53
2026.06
52.9
2026.06
52.2
2026.06
51.2
2026.06
50.8