Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection

Benchmark Model Rank Results
anomaly-detection-on-fishyscapes-l-fcDNP+OE#1AP: 69.8FPR95: 7.5
anomaly-detection-on-fishyscapes-l-fcDNP#2AP: 62.2FPR95: 8.9
anomaly-detection-on-road-anomalycDNP#3AP: 85.6FPR95: 9.8
out-of-distribution-detection-on-ade-oodcDNP#3AP: 62.35FPR@95: 39.20