Anomaly Detection Requires Better Representations

Benchmark Model Rank Results
anomaly-detection-on-oddskNN#1AUROC: 0.902F1: 0.699
anomaly-detection-on-oddsICL#2AUROC: 0.889F1: 0.681
anomaly-detection-on-oddsGOAD#3AUROC: 0.782F1: 0.544
anomaly-detection-on-one-class-cifar-10DINO-FT#7AUROC: 98.4