DOoD

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology2 results

Anomaly DetectiononRoad Anomaly
AP· 2024-07-22
89.1
best: 95.21 (OodDINO)
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond arXiv:2407.15739
Anomaly DetectiononRoad Anomaly
FPR95· 2024-07-22
8.8
best: 64.69 (SynthCP)
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond arXiv:2407.15739

Computer Vision2 results

Out-of-Distribution DetectiononADE-OoD
AP· 2024-07-22
63.03
best: 66.82 (RbA)
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond arXiv:2407.15739
Out-of-Distribution DetectiononADE-OoD
FPR@95· 2024-07-22
36.5
best: 82.42 (RbA)
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond arXiv:2407.15739