OOD Detection on ISIC 2019 benchmark leaderboard · SOTA2 Research

OOD Detection on ISIC 2019

0.87ID PrecisionBaseline+LS+RandAug+LRS

Evaluation Results

Method	Links
Baseline+LS+RandAug+LRS2022.06		0.87	0.86	0.865	69.41	94.87
Mixup2022.06		0.87	0.88	0.875	71.72	96.65
Baseline2022.06		0.86	0.86	0.86	68.15	76.43
OLTR2022.06		0.85	0.86	0.855	71.66	98.45
ARPL2022.06		0.85	0.86	0.855	74.16	97.2
Prototype2022.06		0.85	0.86	0.855	72.84	97.02
M-T Mixup2022.06		0.85	0.85	0.85	73.86	97.1
M-T Mixup + Prototype2022.06		0.85	0.86	0.855	76.37	98.46
MC-Dropout2022.06		0.84	0.84	0.84	72.18	96.41
ODIN2022.06		0.83	0.81	0.82	66.21	95.6