Abnormal Event Detection on UCSD Ped1 v1 (test)
97.4AUCOptical flow-GAN
Evaluation Results
| Method | Links | |
|---|---|---|
| Optical flow-GANEvaluation level=frame-level2018.04 | 97.4 | |
| AMDNEvaluation level=frame-level2018.04 | 92.1 | |
| Detection at 150fpsEvaluation level=frame-level2018.04 | 91.8 | |
| Proposed method (G_theta and D_phi)Components=Generator and Discriminator, Evaluation level=frame-level2018.04 | 82.1 | |
| Proposed method (G_theta)Components=Generator only, Evaluation level=frame-level2018.04 | 81.6 | |
| Conv-AEEvaluation level=frame-level2018.04 | 81 | |
| ConvLSTM-AEEvaluation level=frame-level2018.04 | 75.5 | |
| Proposed method (D_phi)Components=Discriminator only, Evaluation level=frame-level2018.04 | 71.6 | |
| MPPCA + SFEvaluation level=frame-level2018.04 | 68.8 | |
| UnmaskingEvaluation level=frame-level2018.04 | 68.4 | |
| Social force (SF)Evaluation level=frame-level2018.04 | 67.5 | |
| MPPCAEvaluation level=frame-level2018.04 | 59 |