paper-with-me

Video Anomaly Detection 벤치마크

Video Anomaly Detection on HR-Avenue

33개 결과 · ⬇ CSV · JSON

AUC

58.1 65.92 73.75 81.58 89.4 2016-04 2026-09 Conv-AE — 84.8 (2016-04-15) Conv-AE — 84.8 (2016-04-15) Conv-AE — 84.8 (2016-04-15) Pred — 86.2 (2017-12-28) Pred — 86.2 (2017-12-28) Pred — 86.2 (2017-12-28) MPED-RNN — 86.3 (2019-03-08) MPED-RNN — 86.3 (2019-03-08) MPED-RNN — 86.3 (2019-03-08) Multi-timescale Prediction — 88.33 (2019-08-12) Multi-timescale Prediction — 88.33 (2019-08-12) Multi-timescale Prediction — 88.33 (2019-08-12) GEPC — 58.1 (2019-12-26) GEPC — 58.1 (2019-12-26) GEPC — 58.1 (2019-12-26) BiPOCO — 87.0 (2022-07-05) BiPOCO — 87.0 (2022-07-05) BiPOCO — 87.0 (2022-07-05) COSKAD-euclidean — 87.8 (2023-01-23) COSKAD-hyperbolic — 87.3 (2023-01-23) COSKAD-radial — 82.2 (2023-01-23) COSKAD-euclidean — 87.8 (2023-01-23) COSKAD-hyperbolic — 87.3 (2023-01-23) COSKAD-radial — 82.2 (2023-01-23) COSKAD-euclidean — 87.8 (2023-01-23) COSKAD-hyperbolic — 87.3 (2023-01-23) COSKAD-radial — 82.2 (2023-01-23) MoCoDAD — 89.0 (2023-07-14) MoCoDAD — 89.0 (2023-07-14) MoCoDAD — 89.0 (2023-07-14) TrajREC — 89.4 (2023-11-03) TrajREC — 89.4 (2023-11-03) TrajREC — 89.4 (2023-11-03) Conv-AE — 84.8 (2016-04-15) Pred — 86.2 (2017-12-28) MPED-RNN — 86.3 (2019-03-08) Multi-timescale Prediction — 88.33 (2019-08-12) MoCoDAD — 89.0 (2023-07-14) TrajREC — 89.4 (2023-11-03)
RankModel AUC PaperCodeYear
1 TrajREC 89.4 Holistic Representation Learning for Multitask Trajectory Anomaly Detection alexandrosstergiou/TrajREC 2023
2 MoCoDAD 89.0 Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection aleflabo/MoCoDAD 2023
3 Multi-timescale Prediction 88.33 Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection 2019
4 COSKAD-euclidean 87.8 Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection aleflabo/COSKAD 2023
5 COSKAD-hyperbolic 87.3 Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection aleflabo/COSKAD 2023
6 BiPOCO 87.0 BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection akanuasiegbu/bipoco 2022
7 MPED-RNN 86.3 Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos RomeroBarata/skeleton_based_anomaly_detection 2019
8 Pred 86.2 Future Frame Prediction for Anomaly Detection -- A New Baseline stevenliuwen/ano_pred_cvpr2018 2017
9 Conv-AE 84.8 Learning Temporal Regularity in Video Sequences tnybny/Frame-level-anomalies-in-videos · alexisbdr/warehouse-anomaly 2016
10 COSKAD-radial 82.2 Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection aleflabo/COSKAD 2023
11 GEPC 58.1 Graph Embedded Pose Clustering for Anomaly Detection amirmk89/gepc 2019
12 TrajREC 89.4 Holistic Representation Learning for Multitask Trajectory Anomaly Detection alexandrosstergiou/TrajREC 2023
13 MoCoDAD 89.0 Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection aleflabo/MoCoDAD 2023
14 Multi-timescale Prediction 88.33 Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection 2019
15 COSKAD-euclidean 87.8 Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection aleflabo/COSKAD 2023
16 COSKAD-hyperbolic 87.3 Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection aleflabo/COSKAD 2023
17 BiPOCO 87.0 BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection akanuasiegbu/bipoco 2022
18 MPED-RNN 86.3 Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos RomeroBarata/skeleton_based_anomaly_detection 2019
19 Pred 86.2 Future Frame Prediction for Anomaly Detection -- A New Baseline stevenliuwen/ano_pred_cvpr2018 2017
20 Conv-AE 84.8 Learning Temporal Regularity in Video Sequences tnybny/Frame-level-anomalies-in-videos · alexisbdr/warehouse-anomaly 2016
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