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OOD Detection on OpenImage-O

26.03FPR@95

EPD

Updated 22d ago

Evaluation Results

Method	Links
EPD 2026.04		26.03	92.12
OCO 2026.05		28.55	93.53
CoRP 2026.05		28.86	93.26
RMDS 2026.04		29.57	92.32
ViM 2026.04		29.59	92.18
FDBD 2026.05		30.3	91.89
MDS 2026.04		30.35	92.38
OODD 2026.05		31.25	91.54
OCO 2026.05		32.76	91.22
SHE 2026.04		33.59	91.04
KNN 2026.04		34.82	89.86
VRA++ 2023.02		34.94	93.55
GEN 2026.04		35.43	90.27
FDBD 2026.05		36.17	90.73
NECO 2026.05		37.06	89.66
SCALE 2026.05		37.87	88.86
MaxLogit 2026.05		38.74	88.96
Energy 2026.05		39.53	88.39
SCALE 2026.05		43.81	87.9
ViM 2023.02		43.96	91.54
CoRP 2026.05		44.55	86.71
MaxLogit 2026.05		46.92	87.42
Energy 2026.05		47.49	86.89
SHE 2026.05		49.84	86.01
NNguide 2026.05		51.48	83.46
OODD 2026.05		52.35	90.54
DICE 2026.04		52.57	82.23
ReAct 2023.02		54.97	88.94
MSP 2026.04		56.11	84.87
NNguide 2026.05		56.43	82.04
ReAct 2026.04		57.68	84.29
TempScale 2026.04		60	85.04
Mahalanobis 2023.02		64.32	83.1
NECO 2026.05		67.24	86.44
SHE 2026.05		67.34	81.42
ODIN 2023.02		72.83	85.64
Energy 2023.02		73.42	84.77
MSP 2023.02		73.72	84.16
OpenMax 2026.04		73.74	87.36
MLS 2026.04		85.78	81.6
EBO 2026.04		88.79	76.48
GradNorm 2026.04		94.52	37.82
ASH 2026.04		94.8	55.52