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Learning to Defer on CIFAR-10H (test)

100Coverage

Classifier only

Updated 6d ago

Evaluation Results

Method	Links
Classifier only 2026.04		100	-	-	-	-	-	88.9	0.109	88.9
Classifier only 2026.04		100	-	-	-	-	-	88.9	0.111	88.9
Classifier only 2026.04		100	-	-	-	-	-	88.8	0.112	88.8
A-SM 2023.11		94.2	3.65	0.94	3.65	3.65	3.65	-	-	-
A-OvA 2023.11		92.75	4	0.95	4	4	4	-	-	-
Decoupled 2026.04		53	-	-	-	-	-	96.1	0.039	88.9
Decoupled 2026.04		51.7	-	-	-	-	-	96	0.039	89.2
Decoupled 2026.04		51.7	-	-	-	-	-	95.8	0.042	89.2
S-SM 2023.11		41.28	3.82	6.64	50.25	41	31.47	-	-	-
PiCCE 2026.04		40	-	-	-	-	-	95.7	0.043	89
PiCCE 2026.04		39.9	-	-	-	-	-	95.3	0.047	89
PiCCE 2026.04		39	-	-	-	-	-	95.4	0.045	88.9
OvA 2026.04		37.5	-	-	-	-	-	95.9	0.039	88.9
S-OvA 2023.11		37.08	4.3	2.46	52.75	43.31	33.23	-	-	-
A-SM 2026.04		34.1	-	-	-	-	-	95.9	0.04	89
OvA 2026.04		33.5	-	-	-	-	-	95.6	0.043	89
OvA 2026.04		28.5	-	-	-	-	-	95.4	0.046	79.9
Add. CE 2026.04		24.8	-	-	-	-	-	95.3	0.045	88.9
Add. CE 2026.04		24.8	-	-	-	-	-	95.2	0.047	88.8
Add. CE 2026.04		18.3	-	-	-	-	-	95.1	0.049	74.2
A-SM 2026.04		17	-	-	-	-	-	95.2	0.047	74.7
A-SM 2026.04		0.2	-	-	-	-	-	94.9	0.051	47
Mao25 2026.04		0	-	-	-	-	-	95	0.047	11.6
Mao25 2026.04		0	-	-	-	-	-	94.8	0.052	7.7
Mao25 2026.04		0	-	-	-	-	-	94.8	0.051	4.5