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Classwise Calibration on CIFAR-10 LT

1.07Average Classwise ECE

GCE

Updated 1mo ago

Evaluation Results

Method	Links
GCE 2026.04		1.07	1.61
CE 2026.04		1.08	1.65
MMCE 2026.04		1.08	1.64
Brier Loss 2026.04		1.12	1.22
Brier Loss 2026.04		1.12	1.25
DFL 2026.04		1.14	1.26
GCE 2026.04		1.15	1.8
FLSD 2026.04		1.16	1.18
GCE 2026.04		1.2	1.83
CE 2026.04		1.21	1.84
DFL 2026.04		1.21	1.43
MMCE 2026.04		1.22	1.91
GCE 2026.04		1.22	1.89
CE 2026.04		1.23	1.92
MMCE 2026.04		1.23	1.79
CE 2026.04		1.24	1.87
Brier Loss 2026.04		1.24	1.43
Brier Loss 2026.04		1.24	1.48
MMCE 2026.04		1.28	1.86
DFL 2026.04		1.28	1.61
FLSD 2026.04		1.3	1.37
DFL 2026.04		1.31	1.58
AFL 2026.04		1.31	1.34
FLSD 2026.04		1.34	1.49
AFL 2026.04		1.36	1.38
FLSD 2026.04		1.39	1.53
AFL 2026.04		1.39	1.4
AFL 2026.04		1.42	1.44
GCE 2026.04		3.19	4.36
GCE 2026.04		3.37	4.35
Brier Loss 2026.04		3.41	3.93
GCE 2026.04		3.45	4.83
GCE 2026.04		3.46	4.73
CE 2026.04		3.59	4.83
MMCE 2026.04		3.59	4.85
MMCE 2026.04		3.64	4.67
CE 2026.04		3.71	4.67
MMCE 2026.04		3.74	4.99
CE 2026.04		3.75	5.1
MMCE 2026.04		3.75	5.06
Brier Loss 2026.04		3.75	4.26
CE 2026.04		3.76	5
DFL 2026.04		3.76	4.38
DFL 2026.04		3.86	4.68
DFL 2026.04		3.88	4.61
Brier Loss 2026.04		3.89	4.73
DFL 2026.04		3.9	4.3
Brier Loss 2026.04		3.95	4.69
FLSD 2026.04		4.01	4.32
FLSD 2026.04		4.15	4.73
FLSD 2026.04		4.18	4.4
FLSD 2026.04		4.2	4.74
AFL 2026.04		4.31	4.37
AFL 2026.04		4.51	4.54
AFL 2026.04		4.52	4.55
AFL 2026.04		4.54	4.58