Group Activity Recognition on Volleyball Dataset (original)
95.7AccuracyGroupFormer
Evaluation Results
| Method | Links | |
|---|---|---|
| GroupFormerKeypoint=true, RGB=true, Flow=true, Scene=true2021.12 | 95.7 | |
| GroupFormerModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=AlphaPose, RGB/Flow/Scene Backbone=I3D2021.12 | 95.7 | |
| SACRFKeypoint=true, RGB=true, Flow=true2021.12 | 95 | |
| SACRFModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=AlphaPose, RGB/Flow/Scene Backbone=I3D2021.12 | 95 | |
| GroupFormerModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, RGB/Flow/Scene Backbone=I3D2021.12 | 94.9 | |
| TCE+STBIPKeypoint=true, Flow=true, Scene=true2021.12 | 94.7 | |
| TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=VGG-162021.12 | 94.7 | |
| COMPOSERRGB=true2021.12 | 94.6 | |
| COMPOSERModality: RGB=true, RGB/Flow/Scene Backbone=HRNet2021.12 | 94.6 | |
| COMPOSERActor keypoint=true, Object keypoint=true2021.12 | 94.6 | |
| SACRFModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, RGB/Flow/Scene Backbone=I3D2021.12 | 94.5 | |
| ATModality: Keypoint=true, Modality: RGB=true, Modality: Scene=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=I3D2021.12 | 94.4 | |
| COMPOSERModality: RGB=true, RGB/Flow/Scene Backbone=Hourglass2021.12 | 94.3 | |
| TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=Inception-v32021.12 | 94.1 | |
| TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, RGB/Flow/Scene Backbone=VGG-162021.12 | 94.1 | |
| GroupFormerModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, RGB/Flow/Scene Backbone=Inception-v32021.12 | 94.1 | |
| GIRNKeypoint=true, Flow=true2021.12 | 94 | |
| GIRNModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=OpenPose, RGB/Flow/Scene Backbone=Inception-v32021.12 | 94 | |
| POGARSKeypoint=true2021.12 | 93.9 | |
| POGARSModality: Keypoint=true, Keypoint Backbone=Hourglass2021.12 | 93.9 | |
| POGARSActor keypoint=true, Object keypoint=true2021.12 | 93.9 | |
| COMPOSERInput Modality=Keypoint2021.12 | 93.7 | |
| COMPOSERActor keypoint=true, Object keypoint=false2021.12 | 93.7 | |
| DINRGB=true2021.12 | 93.6 | |
| DINInput Modality=RGB2021.12 | 93.6 | |
| DINModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.12 | 93.6 | |
| TCE-STBIPInput Modality=RGB2021.12 | 93.5 | |
| GIRNModality: Keypoint=true, Modality: RGB=true, Keypoint Backbone=OpenPose, RGB/Flow/Scene Backbone=Inception-v32021.12 | 93.5 | |
| ARGInput Modality=RGB2021.12 | 93.3 | |
| ATModality: RGB=true, Modality: Scene=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=I3D2021.12 | 93.3 | |
| TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, RGB/Flow/Scene Backbone=Inception-v32021.12 | 93.3 | |
| POGARSInput Modality=Keypoint2021.12 | 93.2 | |
| POGARSActor keypoint=true, Object keypoint=false2021.12 | 93.2 | |
| Ehsanpour et al.RGB=true, Flow=true2021.12 | 93.1 | |
| DINModality: RGB=true, RGB/Flow/Scene Backbone=ResNet-182021.12 | 93.1 | |
| Ehsanpour et al.Modality: RGB=true, Modality: Flow=true, RGB/Flow/Scene Backbone=I3D2021.12 | 93.1 | |
| CRMRGB=true, Flow=true2021.12 | 93 | |
| ATKeypoint=true, Flow=true2021.12 | 93 | |
| ATInput Modality=RGB2021.12 | 93 | |
| CRMModality: RGB=true, Modality: Flow=true, Modality: Scene=true, RGB/Flow/Scene Backbone=I3D2021.12 | 93 | |
| ATModality: RGB=true, Modality: Scene=true, RGB/Flow/Scene Backbone=I3D2021.12 | 93 | |
| GIRNModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Keypoint Backbone=OpenPose, RGB/Flow/Scene Backbone=Inception-v32021.12 | 93 | |
| TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=VGG-162021.12 | 92.9 | |
| TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=Inception-v32021.12 | 92.8 | |
| ATActor keypoint=true, Object keypoint=true2021.12 | 92.8 | |
| ARGModality: RGB=true, RGB/Flow/Scene Backbone=VGG-192021.12 | 92.6 | |
| ARGRGB=true2021.12 | 92.5 | |
| ARGModality: RGB=true, RGB/Flow/Scene Backbone=Inception-v32021.12 | 92.5 | |
| ATKeypoint=true2021.12 | 92.3 | |
| ATModality: Keypoint=true, Keypoint Backbone=HRNet2021.12 | 92.3 | |
| ATActor keypoint=true, Object keypoint=false2021.12 | 92.3 | |
| GIRNKeypoint=true2021.12 | 92.2 | |
| GIRNModality: Keypoint=true, Keypoint Backbone=OpenPose2021.12 | 92.2 | |
| GIRNActor keypoint=true, Object keypoint=true2021.12 | 92.2 | |
| ARGModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.12 | 91.9 | |
| SACRFInput Modality=RGB2021.12 | 91.8 | |
| PCTDMInput Modality=RGB2021.12 | 91.7 | |
| VGG-16Input Modality=RGB2021.12 | 91.6 | |
| HiGCINRGB=true2021.12 | 91.5 | |
| HiGCINModality: RGB=true, RGB/Flow/Scene Backbone=ResNet-182021.12 | 91.5 | |
| PRLRGB=true2021.12 | 91.4 | |
| PRLModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.12 | 91.4 | |
| ATModality: RGB=true, RGB/Flow/Scene Backbone=I3D2021.12 | 91.4 | |
| Zappardino et al.Keypoint=true2021.12 | 91 | |
| Zappardino et al.Modality: Keypoint=true, Keypoint Backbone=OpenPose2021.12 | 91 | |
| Zappardino et al.Actor keypoint=true, Object keypoint=false2021.12 | 91 | |
| SSURGB=true2021.12 | 90.6 | |
| SSUModality: RGB=true, RGB/Flow/Scene Backbone=Inception-v32021.12 | 90.6 | |
| RCRGRGB=true2021.12 | 89.5 | |
| RCRGModality: RGB=true, RGB/Flow/Scene Backbone=VGG-192021.12 | 89.5 | |
| stagNetRGB=true2021.12 | 89.3 | |
| stagNetModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.12 | 89.3 | |
| HiGCINModality: RGB=true, RGB/Flow/Scene Backbone=AlexNet2021.12 | 88.6 | |
| GIRNActor keypoint=true, Object keypoint=false2021.12 | 88.4 | |
| I3DInput Modality=RGB2021.12 | 84.6 | |
| CERNRGB=true2021.12 | 83.3 | |
| CERNModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.12 | 83.3 | |
| HDTMRGB=true2021.12 | 81.9 | |
| HDTMModality: RGB=true, RGB/Flow/Scene Backbone=AlexNet2021.12 | 81.9 |