Metric: RBDC (higher is better)
| # | Model↕ | RBDC▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EVAL | 59.21 | No | EVAL: Explainable Video Anomaly Localization | 2022-12-15 | - |
| 2 | STPT | 51.6 | No | Spatio-temporal predictive tasks for abnormal ev... | 2022-10-27 | - |
| 3 | SSMTL+++SSMCTB | 47.73 | Yes | Self-Supervised Masked Convolutional Transformer... | 2022-09-25 | Code |
| 4 | SSMTL+UBnormal | 47.15 | Yes | UBnormal: New Benchmark for Supervised Open-Set ... | 2021-11-16 | Code |
| 5 | SSMTL++v2 | 47.1 | Yes | SSMTL++: Revisiting Self-Supervised Multi-Task L... | 2022-07-16 | - |
| 6 | HF2VAD+SSPCAB | 45.45 | No | Self-Supervised Predictive Convolutional Attenti... | 2021-11-17 | Code |
| 7 | PGM | 45.4 | No | Bounding Boxes and Probabilistic Graphical Model... | 2024-07-08 | Code |
| 8 | PGM | 45.4 | No | Bounding Boxes and Probabilistic Graphical Model... | 2024-07-08 | Code |
| 9 | SSMTL++v1 | 43.2 | Yes | SSMTL++: Revisiting Self-Supervised Multi-Task L... | 2022-07-16 | - |