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Benchmarks
UMUI Judgment Calibration on WIKIVIDEO (A)
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0.0335
MSE
CLUE-T
0.0098
0.169775
0.32975
0.489725
Apr 9, 2026
MSE
NLL
ECE
Updated 6d ago
Evaluation Results
Method
Method
Links
MSE
NLL
ECE
CLUE-T
Parameters=3B
2026.04
0.0335
0.23
0.076
CLUE-D
Parameters=3B
2026.04
0.084
0.333
0.19
Q2.5-O
Parameters=7B
2026.04
0.143
3.35
0.142
AF
Parameters=7B
2026.04
0.499
12.3
0.539
Q2-A
Parameters=7B
2026.04
0.626
15.3
0.668
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