Out-of-Distribution Detection on ADE-OoD

Metric: AP (higher is better)

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	RbA	66.82	No	RbA: Segmenting Unknown Regions Rejected by All	2022-11-25	Code
2	DOoD	63.03	No	Diffusion for Out-of-Distribution Detection on R...	2024-07-22	Code
3	cDNP	62.35	No	Far Away in the Deep Space: Dense Nearest-Neighb...	2022-11-12	Code
4	GMMSeg	47.6	No	GMMSeg: Gaussian Mixture based Generative Semant...	2022-10-05	Code

#1RbASOTA
66.82
AP· 2022-11-25
RbA: Segmenting Unknown Regions Rejected by All Code
#2DOoD
63.03
AP· 2024-07-22
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond Code
#3cDNPSOTA
62.35
AP· 2022-11-12
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection Code
#4GMMSegSOTA
47.6
AP· 2022-10-05
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models Code