Out-of-Distribution Detection on BloodMNIST benchmark leaderboard · SOTA2 Research

Out-of-Distribution Detection on BloodMNIST

90.21ID AccuracyDeep Ensembles

Evaluation Results

Method	Links
Deep Ensembles2026.05		90.21	43.95	59.66	51.34	51.65	98.48	92.5	90.73	93.9
VI-EDL2026.05		89.71	72.01	76.25	77.48	75.25	33.43	25.34	53.43	37.4
I-EDL2026.05		89.65	61.32	53.23	37.77	50.77	88.62	98.74	92.05	93.14
NatPN2026.05		89.21	62.82	63.25	68.44	64.84	98.87	96.15	73.78	89.6
F-EDL2026.05		86.64	41.01	53.3	52.6	48.97	99.54	93.81	93.76	95.7
Re-EDL2026.05		86	57.33	59.94	52.53	56.6	94	90.98	72.52	85.83
EDL2026.05		82.72	31.3	43.01	15.33	29.88	99.58	92.22	99.51	97.1
Softmax2026.05		80.18	45.05	55.53	30.39	43.66	98.05	92.69	98.02	96.25