Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MoCoDAD | 68.4 | No | Multimodal Motion Conditioned Diffusion Model fo... | 2023-07-14 | Code |
| 2 | TrajREC | 68.2 | No | Holistic Representation Learning for Multitask T... | 2023-11-03 | Code |
| 3 | COSKAD-hyperbolic | 65.5 | No | Contracting Skeletal Kinematics for Human-Relate... | 2023-01-23 | Code |
| 4 | COSKAD-euclidean | 65.2 | No | Contracting Skeletal Kinematics for Human-Relate... | 2023-01-23 | Code |
| 5 | COSKAD-radial | 63.4 | No | Contracting Skeletal Kinematics for Human-Relate... | 2023-01-23 | Code |
| 6 | MPED-RNN | 61.2 | No | Learning Regularity in Skeleton Trajectories for... | 2019-03-08 | Code |
| 7 | GEPC | 55.2 | No | Graph Embedded Pose Clustering for Anomaly Detec... | 2019-12-26 | Code |
| 8 | BiPOCO | 52.3 | No | BiPOCO: Bi-Directional Trajectory Prediction wit... | 2022-07-05 | Code |