Abnormal Event Detection on UCSD Ped2 v1 (test)
96.5AUCProposed method (G_theta and D_phi)
Evaluation Results
| Method | Links | |
|---|---|---|
| Proposed method (G_theta and D_phi)Components=Generator and Discriminator, Evaluation level=frame-level2018.04 | 96.5 | |
| Proposed method (G_theta)Components=Generator only, Evaluation level=frame-level2018.04 | 95.9 | |
| Optical flow-GANEvaluation level=frame-level2018.04 | 93.5 | |
| Stacked RNNEvaluation level=frame-level2018.04 | 92.2 | |
| AMDNEvaluation level=frame-level2018.04 | 90.8 | |
| Conv-AEEvaluation level=frame-level2018.04 | 90 | |
| ConvLSTM-AEEvaluation level=frame-level2018.04 | 88.1 | |
| Proposed method (D_phi)Components=Discriminator only, Evaluation level=frame-level2018.04 | 86.2 | |
| UnmaskingEvaluation level=frame-level2018.04 | 82.2 | |
| MPPCAEvaluation level=frame-level2018.04 | 69.3 | |
| MPPCA + SFEvaluation level=frame-level2018.04 | 61.3 | |
| Social force (SF)Evaluation level=frame-level2018.04 | 55.6 |