Synboost

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

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

Methodology4 results

Anomaly DetectiononRoad Anomaly
AP· uses extra data· 2021-03-09
41.83
best: 95.21 (OodDINO)
SOTA
Pixel-wise Anomaly Detection in Complex Driving Scenes arXiv:2103.05445
Anomaly DetectiononFishyscapes
AP· uses extra data· 2021-03-09
72.59
best: 95.96 (RPL+CoroCL)
SOTA
Pixel-wise Anomaly Detection in Complex Driving Scenes arXiv:2103.05445
Anomaly DetectiononFishyscapes
FPR95· uses extra data· 2021-03-09
18.75
best: 21.58 (FlowEneDet)
SOTA
Pixel-wise Anomaly Detection in Complex Driving Scenes arXiv:2103.05445
Anomaly DetectiononRoad Anomaly
FPR95· uses extra data· 2021-03-09
59.72
best: 64.69 (SynthCP)
Pixel-wise Anomaly Detection in Complex Driving Scenes arXiv:2103.05445