Calibration on MNIST

0.21ECE

ETS

Updated 4d ago

Evaluation Results

Method	Links
ETS 2023.04		0.21
TS 2023.04		0.23
IROVA 2023.04		0.23
SBC 2023.04		0.25
ReDecNN 2021.06		0.33
Knowledge-Transferring-based Temperature Scaling 2023.04		0.36
MC-Dropout 2021.06		0.41
GPC 2023.04		0.41
TS-IR 2023.04		0.5
IR 2023.04		0.52
Base 2023.04		0.56
Dropout 2021.06		0.63
Knowledge-Transferring-based Temperature Scaling 2023.04		0.79
TS 2023.04		0.85
BayesNN 2021.06		0.91
SBC 2023.04		1.01
IROVA 2023.04		1.02
Knowledge-Transferring-based Temperature Scaling 2023.04		1.08
Base 2023.04		1.12
GPC 2023.04		1.12
ETS 2023.04		1.14
Standard 2021.06		1.18
TS 2023.04		1.27
TS-IR 2023.04		1.53
IR 2023.04		1.54
GPC 2023.04		1.76
Ensemble 2021.06		1.8
ETS 2023.04		1.84
IROVA 2023.04		1.84
SBC 2023.04		1.92
Base 2023.04		2.52
TS-IR 2023.04		2.82
IR 2023.04		2.84