| Paper | Code | AUC | Decidability | EER | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Weakly and Partially Supervised Learning Frameworks for Anomaly Detection | ✓ Link | 0.906 | 1.386 | 0.160 | GMM | 2020-07-23 |
| Real-world Anomaly Detection in Surveillance Videos | ✓ Link | 0.892 | 0.804 | 0.186 | Sultani et al. | 2018-01-12 |
| Generative Neural Networks for Anomaly Detection in Crowded Scenes | ✓ Link | 0.610 | 0.323 | 0.427 | s2-VAE | 2018-10-29 |
| Abnormal Event Detection in Videos using Spatiotemporal Autoencoder | ✓ Link | 0.541 | 0.059 | 0.480 | LSTM-VAE | 2017-01-06 |
| Abnormal Event Detection in Videos using Generative Adversarial Nets | 0.533 | 0.147 | 0.484 | Adversarial Generator | 2017-08-31 | |
| Learning Temporal Regularity in Video Sequences | ✓ Link | 0.528 | 0.194 | 0.466 | Hasan et al. | 2016-04-15 |