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Benchmarks
Failure Detection on CAR-CS (AUROC)
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100
AUROC
GMM-All
25.12
44.56
64
83.44
Mar 31, 2026
AUROC
Updated 18d ago
Evaluation Results
Method
Method
Links
AUROC
GMM-All
Uncertainty Framework=MSP
2026.03
100
GMM-Spa
Uncertainty Framework=MSP
2026.03
100
BCA
Uncertainty Framework=MSP
2026.03
90
ICA
Uncertainty Framework=MSP
2026.03
80
GMM-Int
Uncertainty Framework=MSP
2026.03
80
AVG
Uncertainty Framework=MSP
2026.03
74
AQA
Uncertainty Framework=...
2026.03
60
QFR
Uncertainty Framework=MSP
2026.03
56
AQA
Uncertainty Framework=...
2026.03
56
ATA
Uncertainty Framework=...
2026.03
52
AQA
Uncertainty Framework=...
2026.03
44
PLM
Uncertainty Framework=...
2026.03
42
PLM
Uncertainty Framework=...
2026.03
37
PLM
Uncertainty Framework=...
2026.03
35
ATA
Uncertainty Framework=...
2026.03
31
ATA
Uncertainty Framework=...
2026.03
28
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