Group Activity Recognition on Collective Activity
96.5MPCAOurs
Evaluation Results
| Method | Links | |
|---|---|---|
| OursBackbone=Inception-v32022.04 | 96.5 | |
| OursBackbone=ResNet-182022.04 | 96 | |
| DINBackbone=VGG-162021.08 | 95.9 | |
| DINBackbone=ResNet-182021.08 | 95.3 | |
| DINBackbone=ResNet-182022.04 | 95.3 | |
| TCE+STBiPBackbone=Inception-v32022.04 | 95.1 | |
| CRMBackbone=I3D2022.04 | 94.2 | |
| Lite DINBackbone=VGG-162021.08 | 94 | |
| PRLBackbone=VGG-162021.08 | 93.8 | |
| Lite DINBackbone=ResNet-182021.08 | 93.8 | |
| PRLBackbone=VGG-162022.04 | 93.8 | |
| HiGCINBackbone=ResNet-182021.08 | 93 | |
| HiGCINBackbone=ResNet-182022.04 | 93 | |
| SPA+KDBackbone=VGG-162021.08 | 92.5 | |
| SPA+KDBackbone=VGG-162022.04 | 92.5 | |
| ARGBackbone=ResNet-182021.08 | 92.3 | |
| ARGBackbone=ResNet-182022.04 | 92.3 | |
| PCTDMBackbone=AlexNet2021.08 | 92.2 | |
| PCTDMBackbone=AlexNet2022.04 | 92.2 | |
| HDTMBackbone=AlexNet2021.08 | 89.7 | |
| HDTMBackbone=AlexNet2022.04 | 89.7 | |
| Recurrent ModelingBackbone=VGG-162021.08 | 89.4 | |
| RecurrentBackbone=VGG-162022.04 | 89.4 | |
| stagNetBackbone=VGG-162021.08 | 89.1 | |
| stagNetBackbone=VGG-162022.04 | 89.1 | |
| CERN-2Backbone=VGG-162021.08 | 88.3 | |
| CERN-2Backbone=VGG-162022.04 | 88.3 |