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Benchmarks
Uncertainty Calibration on OASIS
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0.0659
AUSE
S+LC
0.064908
0.071604
0.0783
0.084996
Mar 18, 2026
AUSE
Expected Calibration Error (ECE)
Label Entropy
Mean Spearman r (Entropy & DSC)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUSE
Expected Calibration Error (ECE)
Label Entropy
Mean Spearman r (Entropy & DSC)
S+LC
Model=S+LC
2026.03
0.0659
0.1064
0.1079
-0.325
S+LD
Model=S+LD
2026.03
0.0736
0.1159
0.0901
-0.137
V+LD
Model=V+LD
2026.03
0.0818
0.1257
0.0705
0.085
V+LC
Model=V+LC
2026.03
0.0844
0.1274
0.0641
0.033
V+D
Model=V+D
2026.03
0.085
0.1285
0.0628
0.064
V+C
Model=V+C
2026.03
0.0854
0.1279
0.0595
0.046
S+D
Model=S+D
2026.03
0.0897
0.1312
0.0549
0.051
S+C
Model=S+C
2026.03
0.0907
0.1324
0.0531
0.007
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