Out-of-Distribution Detection on ADE-OoD

Metric: FPR@95 (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	FPR@95▼	Extra Data	Paper	Date↕	Code
1	RbA	82.42	No	RbA: Segmenting Unknown Regions Rejected by All	2022-11-25	Code
2	GMMSeg	43.5	No	GMMSeg: Gaussian Mixture based Generative Semant...	2022-10-05	Code
3	cDNP	39.2	No	Far Away in the Deep Space: Dense Nearest-Neighb...	2022-11-12	Code
4	DOoD	36.5	No	Diffusion for Out-of-Distribution Detection on R...	2024-07-22	Code

#1RbASOTA
82.42
FPR@95· 2022-11-25
RbA: Segmenting Unknown Regions Rejected by All Code
#2GMMSegSOTA
43.5
FPR@95· 2022-10-05
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models Code
#3cDNP
39.2
FPR@95· 2022-11-12
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection Code
#4DOoD
36.5
FPR@95· 2024-07-22
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond Code