RbA

Reported on 4 benchmarks across 2 tasks · 1 paper · 3 SOTA

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· uses extra data· 2022-11-25
90.28
best: 95.21 (OodDINO)
SOTA
RbA: Segmenting Unknown Regions Rejected by All arXiv:2211.14293
Anomaly DetectiononRoad Anomaly
FPR95· uses extra data· 2022-11-25
4.92
best: 64.69 (SynthCP)
RbA: Segmenting Unknown Regions Rejected by All arXiv:2211.14293

Computer Vision2 results

Out-of-Distribution DetectiononADE-OoD
AP· 2022-11-25
66.82
SOTA
RbA: Segmenting Unknown Regions Rejected by All arXiv:2211.14293
Out-of-Distribution DetectiononADE-OoD
FPR@95· 2022-11-25
82.42
SOTA
RbA: Segmenting Unknown Regions Rejected by All arXiv:2211.14293