Out-of-Distribution Detection on CIFAR-10 (test) (Near/Far OOD Aggregation) benchmark leaderboard · SOTA2 Research

Out-of-Distribution Detection on CIFAR-10 (test) (Near/Far OOD Aggregation)

91.3Near-OOD AUROCPSSCL

Evaluation Results

Method	Links
PSSCL2026.05		91.3	35.8	93.4	24
PSSCL2026.05		90.7	35.8	92.3	26.4
PSSCL2026.05		90.6	39.7	87.5	33.8
ProMix2026.05		88.1	37.5	76.6	45.6
ProMix2026.05		87.4	41.6	79.4	40.5
ProMix2026.05		87.2	38.4	82	36
ProMix2026.05		85.5	40.6	81.2	39.2
UNICON2026.05		84.1	57.5	92.8	32
PSSCL2026.05		83.3	41.7	87.8	31.1
UNICON2026.05		83.1	44.3	82.5	33.9
UNICON2026.05		83	47.6	83.9	35.3
ProMix2026.05		83	51.2	82	41.7
UNICON2026.05		82.5	48.1	84.7	38.4
DivideMix2026.05		82.4	51.1	77.2	51.2
DivideMix2026.05		81.6	62.1	69.7	64.1
UNICON2026.05		81.6	46.2	92.9	19.9
DivideMix2026.05		81.2	64.7	77.9	67
LongReMix2026.05		80.2	51.9	67.6	58.6
LongReMix2026.05		79.5	63	70.8	64.9
LongReMix2026.05		77.5	72.1	70.5	68.6
LongReMix2026.05		76.8	58.9	62.6	62.5
DivideMix2026.05		76.4	72.7	49.2	93.1
L2B2026.05		76	62.9	74.7	61.3
L2B2026.05		75.3	68.1	78.9	66.4
LongReMix2026.05		73.7	82.5	59.3	88
L2B2026.05		72.3	73.2	75.5	64.9
L2B2026.05		67.5	89.6	69.9	86.6
PSSCL2026.05		65.6	89.6	64.2	85.7
L2B2026.05		61.6	91.2	60.2	83.9
DivideMix2026.05		54.8	93.7	49.2	93.1
RRL2026.05		54.2	92.5	66.3	84.9
RRL2026.05		49.9	96	61.3	85.6
RRL2026.05		48.3	98.6	51.1	98.8
RRL2026.05		46.2	95.4	41.7	98
RRL2026.05		39.3	97	30.8	99.1