Our new X account is live! Follow @wizwand_team for updates

OOD Detection on ImageNet Average

20.7FPR95

LINe

Updated 4d ago

Evaluation Results

Method	Links
LINe 2023.03		20.7	95.03	-
ASH-B 2022.09		22.73	95.06	-
ASH-S 2022.09		22.8	95.12	-
DICE + ReAct 2023.03		27.25	93.4	-
DICE + ReAct 2022.09		27.25	93.4	-
ReAct 2023.03		31.43	92.95	-
ReAct 2022.09		31.43	92.95	-
DICE + ReAct 2022.09		31.64	92.68	-
DICE 2023.03		34.75	90.77	-
DICE 2022.09		34.75	90.77	-
ASH-B 2022.09		35.66	92.13	-
ASH-S 2022.09		38.67	90.95	-
DICE 2022.09		41.92	89.6	-
ReAct 2022.09		45.02	89.47	-
ASH-P 2022.09		50.32	89.04	-
diverseMix 2024.11		53.07	89.36	92.13
ODIN 2022.09		54.2	85.81	-
ODIN 2023.03		56.48	85.41	-
ODIN 2022.09		56.48	85.41	-
OE 2024.11		56.61	89.05	91.79
ASH-P 2022.09		57.15	87.34	-
MixOE 2024.11		57.68	87.38	90.89
ODIN 2024.11		58.16	86.82	91
Energy 2023.03		58.41	86.17	-
Energy score 2022.09		58.41	86.17	-
Energy (w. Daux) 2024.11		59.11	88.22	90.5
Max Logits 2024.11		59.28	86.66	90.75
Energy 2024.11		60.46	86.33	90.38
MSP 2024.11		60.85	86.39	90.54
DPN 2024.11		62.14	87.89	90.68
Energy score 2022.09		62.39	84.91	-
Mahalanobis 2022.09		63.6	71.01	-
MSP 2023.03		66.95	81.99	-
Softmax score 2022.09		66.95	81.99	-
Softmax score 2022.09		73.51	79	-
Mahalanobis 2023.03		87.43	55.47	-
Mahalanobis 2022.09		87.43	55.47	-