Group activity recognition on Collective Activity Dataset
96.3AccuracyGroupFormer
Evaluation Results
| Method | Links | |
|---|---|---|
| GroupFormerKeypoint=true, RGB=true, Flow=true, Scene=true2021.12 | 96.3 | |
| COMPOSERRGB=true2021.12 | 96.2 | |
| SACRFKeypoint=true, RGB=true, Flow=true2021.12 | 95.2 | |
| HiGCINRGB=true2021.12 | 93.4 | |
| ATKeypoint=true, Flow=true2021.12 | 92.8 | |
| ARGRGB=true2021.12 | 91 | |
| OURS-temporalDetection Source=GT, Matching Strategy=bbox matching2016.11 | 89.9 | |
| Ehsanpour et al.RGB=true, Flow=true2021.12 | 89.4 | |
| stagNetRGB=true2021.12 | 89.1 | |
| CERNRGB=true2021.12 | 87.2 | |
| OURS-temporalDetection Source=MRF, Matching Strategy=embed matching2016.11 | 87.1 | |
| CRMRGB=true, Flow=true2021.12 | 85.8 | |
| OURS-singleDetection Source=GT2016.11 | 83.8 | |
| Cardinality Kernel2015.11 | 83.4 | |
| OURS-singleDetection Source=MRF2016.11 | 83.3 | |
| HDTMDetection Source=GT2016.11 | 81.9 | |
| HDTMRGB=true2021.12 | 81.5 | |
| Structure Inference Machine2015.11 | 81.2 | |
| Deep Struct. Model2015.11 | 80.6 | |
| Unified Tracking And Recognition2015.11 | 80.6 | |
| HDTM-personDetection Source=GT2016.11 | 80.2 | |
| Latent SVM with Optimized Graph2015.11 | 79.7 | |
| Inception-sceneDetection Source=GT2016.11 | 75.5 | |
| Learning Latent Constituent2015.11 | 75.1 | |
| HDTM-sceneDetection Source=GT2016.11 | 74.7 |