DenseHybrid

Reported on 4 benchmarks across 1 task · 1 paper

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

Methodology4 results

Anomaly DetectiononFishyscapes
AP· uses extra data· 2022-07-06
72.3
best: 95.96 (RPL+CoroCL)
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition arXiv:2207.02606
Anomaly DetectiononFishyscapes
FPR95· uses extra data· 2022-07-06
5.5
best: 21.58 (FlowEneDet)
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition arXiv:2207.02606
Anomaly DetectiononFishyscapes L&F
AP· uses extra data· 2022-07-06
43.9
best: 69.8 (cDNP+OE)
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition arXiv:2207.02606
Anomaly DetectiononFishyscapes L&F
FPR95· uses extra data· 2022-07-06
6.2
best: 47.43 (Dirichlet DeepLab)
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition arXiv:2207.02606