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Failure Detection on CIFAR100 (test)

369.86AURC

Gradnorm

Updated 4d ago

Evaluation Results

Method	Links
Gradnorm 2024.11		369.86	98.82	35.3	72.01
Gradnorm 2024.11		249.85	94.73	49.88	74.62
Gradnorm 2024.11		159.95	95.3	64.54	74.62
Energy 2024.11		135.85	74.66	77.2	72.01
Gradnorm 2024.11		134.85	76.2	68.51	78.55
MaxLogit 2024.11		133.19	72.33	77.96	72.01
LogitNorm 2024.11		125.59	72.87	79.71	70.34
Gradnorm 2024.11		114.21	73.48	80.41	72.01
LogitNorm 2024.11		109.8	73.28	78.9	73.8
Energy 2024.11		108.8	72.79	78.73	74.62
MaxLogit 2024.11		105.98	70.2	79.6	74.62
SIRC 2024.11		100.56	66.37	84.01	72.01
Entropy 2024.11		100.05	66.28	84.12	72.01
MSP 2024.11		99.83	67.49	84.07	72.01
Cosine 2024.11		96.53	65.15	84.42	72.01
TAL 2024.11		90.6	64.84	85.36	72.45
OpenMix 2024.11		85.66	63.82	85.25	73.68
Cosine 2024.11		82.36	63.65	84.72	74.62
SIRC 2024.11		80.21	65.41	85.37	74.62
Entropy 2024.11		79.94	65.41	85.46	74.62
MSP 2024.11		79.06	63.62	85.75	74.62
LogitNorm 2024.11		78.86	65.56	82.68	77.15
Gradnorm 2024.11		76.43	72.99	81.44	78.55
TAL 2024.11		73.28	60.9	86.51	75.14
TAL w/ FMFP 2024.11		73.16	64.82	85.51	75.59
FMFP 2024.11		69.83	62.17	87.15	75.18
Energy 2024.11		66.33	65.64	84.73	78.55
MaxLogit 2024.11		64.85	62.7	85.36	78.55
OpenMix 2024.11		64.11	59.52	87.29	77.03
TAL w/ FMFP 2024.11		60.52	63.65	86.57	77.85
SIRC 2024.11		59.57	63.38	86.7	78.55
Entropy 2024.11		59.31	62.78	86.8	78.55
MSP 2024.11		57.6	60.13	87.47	78.55
Cosine 2024.11		56.68	58.65	87.56	78.55
FMFP 2024.11		56.67	62.45	87.72	77.96
TAL 2024.11		55.41	58.43	88.41	78.14
OpenMix 2024.11		50.05	56.36	88.73	79.52
TAL w/ FMFP 2024.11		44.21	58.77	88.4	80.98
FMFP 2024.11		41.6	56.65	89.5	81.07