Metric: FPR@95 (higher is better)
| # | 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 |