Anomaly Detection on Kinetics 250 Few vs. Many (Meaningful split)
0.82AUCSupervised
Evaluation results
| Method | Links | |
|---|---|---|
| SupervisedSupervision=Supervised2019.12 | 0.82 | |
| GEPCSupervision=Unsupervised, Clusters (K)=202019.12 | 0.74 | |
| GEPCSupervision=Unsupervised, Clusters (K)=202019.12 | 0.73 | |
| SupervisedSupervision=Supervised2019.12 | 0.71 | |
| Rec. LossSupervision=Unsupervised, Clusters (K)=202019.12 | 0.61 | |
| Liu et al.Supervision=Unsupervised, Clusters (K)=202019.12 | 0.6 | |
| Morais et al.Supervision=Unsupervised, Clusters (K)=202019.12 | 0.59 | |
| Liu et al.Supervision=Unsupervised, Clusters (K)=202019.12 | 0.58 | |
| Morais et al.Supervision=Unsupervised, Clusters (K)=202019.12 | 0.58 | |
| OC-SVMSupervision=Unsupervised, Clusters (K)=202019.12 | 0.56 | |
| OC-SVMSupervision=Unsupervised, Clusters (K)=202019.12 | 0.47 | |
| Rec. LossSupervision=Unsupervised, Clusters (K)=202019.12 | 0.46 |