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Uncertainty Estimation on CAMUS (test)
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0.78
Correlation
CRISP-MC
0.3224
0.4412
0.56
0.6788
Jun 15, 2022
Correlation
ECE
MI
Updated 3d ago
Evaluation Results
Method
Method
Links
Correlation
ECE
MI
CRISP-MC
Training data=CAMUS
2022.06
0.78
0.11
0.26
CRISP
Training data=CAMUS
2022.06
0.71
0.09
0.2
McDropout
Training data=CAMUS
2022.06
0.67
0.13
0.03
Entropy
Training data=CAMUS
2022.06
0.66
0.12
0.02
Edge
Training data=CAMUS
2022.06
0.64
0.06
0.05
CRISP-LCE
Training data=CAMUS
2022.06
0.59
0.08
0.15
LCE
Training data=CAMUS
2022.06
0.58
0.44
0.08
ConfidNet
Training data=CAMUS
2022.06
0.34
0.08
0.04
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