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OOD Detection on CIFAR-10 (ID) vs Places 365 (OOD)

98.51AUROC

Hopfield Boosting

Updated 3d ago

Evaluation Results

Method
Hopfield Boosting 2024.05	98.51	4.28
Hopfield Boosting 2024.05	98.51	4.28
POEM 2024.05	97.56	7.7
DivOE 2024.05	96.95	13.7
MixOE 2024.05	96.92	16.3
KNN 2026.01	96.84	18.5
DAL 2024.05	96.77	14.22
DOS 2024.05	96.63	12.26
EBO-OE 2024.05	96.39	11.77
MSP-OE 2024.05	95.91	21.42
SSD+ 2026.01	95.57	22.05
DOE 2024.05	95.06	19.72
PALM 2024.05	94.95	22.97
SSD+ 2024.05	94.93	48.03
KNN+ 2026.01	94.88	23.05
NGC 2021.08	94.31	-
CIDER 2026.01	94.09	23.88
NPOS 2024.05	93.76	24.99
CSI 2026.01	93.04	38.31
CreDRO 2026.02	92.7	-
CreDRO 2026.02	92.7	-
CreDRO 2026.02	92.5	-
CreDRO 2026.02	92.2	-
ProxyAnchor 2026.01	92.06	43.46
CreDE 2026.02	91.8	-
CreRL1.0 2026.02	91.8	-
CreDE 2026.02	91.8	-
CreRL 2026.02	91.8	-
CreDE 2026.02	91.8	-
CreRL1.0 2026.02	91.7	-
CreDRO 2026.02	91.6	-
CreDE 2026.02	91.6	-
CreWra 2026.02	91.6	-
CreWra 2026.02	91.6	-
CreWra 2026.02	91.5	-
CreRL1.0 2026.02	91.3	-
CreEns0.0 2026.02	91.3	-
CreEns 2026.02	91.3	-
Comp.VAE 2026.01	91.3	20.4
CreWra 2026.02	91.1	-
CreEns0.0 2026.02	91.1	-
EN-DRO 2026.02	91.1	-
EN-DRO 2026.02	91.1	-
Energy 2026.01	91.02	42.77
EN-DRO 2026.02	91	-
ODIN 2026.01	90.98	43.4
EN-DRO 2026.02	90.8	-
CreEns0.0 2026.02	90.8	-
CreDE 2026.02	90.6	-
CreWra 2026.02	90.4	-
CreRL1.0 2026.02	90.4	-
EN-DRO 2026.02	90.3	-
DE 2026.02	90	-
DE 2026.02	90	-
CreEns0.0 2026.02	89.9	-
DE 2026.02	89.9	-
DE 2026.02	89.6	-
DE 2026.02	89.1	-
GEN 2024.05	88.68	44.87
MSP 2026.01	88.64	62.46
EBO 2024.05	88.53	45.63
CreBNN 2026.02	88.5	-
MaxLogit 2024.05	88.42	45.63
MSP 2024.05	88.06	49.21
CE + SimCLR 2026.01	86.7	54.39
ASH 2024.05	85.65	45.82
GODIN 2026.01	85.5	55.25
Comp.VAE (vMF) 2026.01	79.7	52.6
SSD 2021.08	77.11	-
ODIN 2021.08	71.12	-
MSP 2021.08	71.08	-
MD 2021.08	70.83	-
Mahalanobis 2026.01	69.56	83.5
Rot 2021.08	69.35	-
SSD 2021.08	62.3	-
KNN* 2026.01	59.6	90
Rot 2021.08	50.42	-