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Benchmarks
Multimodal Understanding on Cross-LVLM Aggregate (test)
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13.8
ECE
BICR
12.708
20.079
27.45
34.821
May 11, 2026
ECE
BS
Accuracy
F1 Score
AUCPR
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
ECE
BS
Accuracy
F1 Score
AUCPR
AUROC
BICR
2026.05
13.8
21.4
66.8
57.9
64.2
68.1
II
2026.05
18
25.1
59.5
61.6
59.5
63
PIK
2026.05
21.3
25.7
59.4
62.9
64.8
68.4
SAPLMA
2026.05
22.9
27.8
59.6
63.7
61.1
65.7
CCPS
2026.05
28.7
34.3
54.5
58.1
58.5
59.2
PE
2026.05
35.6
35.5
47.9
60.1
52.1
56.3
Self-Probing
2026.05
40
40.3
51.3
60.9
58.4
59.8
P(True)
2026.05
41.1
39.8
51.7
52.8
61.6
65.6
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