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ResearchFormerly WizWand

Group Activity Recognition on Volleyball Dataset (original)

95.7AccuracyGroupFormer
81.34885.07488.892.526Dec 11, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GroupFormerKeypoint=true, RGB=true, Flow=true, Scene=true2021.1295.7
GroupFormerModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=AlphaPose, RGB/Flow/Scene Backbone=I3D2021.1295.7
SACRFKeypoint=true, RGB=true, Flow=true2021.1295
SACRFModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=AlphaPose, RGB/Flow/Scene Backbone=I3D2021.1295
GroupFormerModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, RGB/Flow/Scene Backbone=I3D2021.1294.9
TCE+STBIPKeypoint=true, Flow=true, Scene=true2021.1294.7
TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=VGG-162021.1294.7
COMPOSERRGB=true2021.1294.6
COMPOSERModality: RGB=true, RGB/Flow/Scene Backbone=HRNet2021.1294.6
COMPOSERActor keypoint=true, Object keypoint=true2021.1294.6
SACRFModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, RGB/Flow/Scene Backbone=I3D2021.1294.5
ATModality: Keypoint=true, Modality: RGB=true, Modality: Scene=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=I3D2021.1294.4
COMPOSERModality: RGB=true, RGB/Flow/Scene Backbone=Hourglass2021.1294.3
TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=Inception-v32021.1294.1
TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, RGB/Flow/Scene Backbone=VGG-162021.1294.1
GroupFormerModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, RGB/Flow/Scene Backbone=Inception-v32021.1294.1
GIRNKeypoint=true, Flow=true2021.1294
GIRNModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Modality: Scene=true, Keypoint Backbone=OpenPose, RGB/Flow/Scene Backbone=Inception-v32021.1294
POGARSKeypoint=true2021.1293.9
POGARSModality: Keypoint=true, Keypoint Backbone=Hourglass2021.1293.9
POGARSActor keypoint=true, Object keypoint=true2021.1293.9
COMPOSERInput Modality=Keypoint2021.1293.7
COMPOSERActor keypoint=true, Object keypoint=false2021.1293.7
DINRGB=true2021.1293.6
DINInput Modality=RGB2021.1293.6
DINModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.1293.6
TCE-STBIPInput Modality=RGB2021.1293.5
GIRNModality: Keypoint=true, Modality: RGB=true, Keypoint Backbone=OpenPose, RGB/Flow/Scene Backbone=Inception-v32021.1293.5
ARGInput Modality=RGB2021.1293.3
ATModality: RGB=true, Modality: Scene=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=I3D2021.1293.3
TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, RGB/Flow/Scene Backbone=Inception-v32021.1293.3
POGARSInput Modality=Keypoint2021.1293.2
POGARSActor keypoint=true, Object keypoint=false2021.1293.2
Ehsanpour et al.RGB=true, Flow=true2021.1293.1
DINModality: RGB=true, RGB/Flow/Scene Backbone=ResNet-182021.1293.1
Ehsanpour et al.Modality: RGB=true, Modality: Flow=true, RGB/Flow/Scene Backbone=I3D2021.1293.1
CRMRGB=true, Flow=true2021.1293
ATKeypoint=true, Flow=true2021.1293
ATInput Modality=RGB2021.1293
CRMModality: RGB=true, Modality: Flow=true, Modality: Scene=true, RGB/Flow/Scene Backbone=I3D2021.1293
ATModality: RGB=true, Modality: Scene=true, RGB/Flow/Scene Backbone=I3D2021.1293
GIRNModality: Keypoint=true, Modality: RGB=true, Modality: Flow=true, Keypoint Backbone=OpenPose, RGB/Flow/Scene Backbone=Inception-v32021.1293
TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=VGG-162021.1292.9
TCE+STBIPModality: Keypoint=true, Modality: RGB=true, Keypoint Backbone=HRNet, RGB/Flow/Scene Backbone=Inception-v32021.1292.8
ATActor keypoint=true, Object keypoint=true2021.1292.8
ARGModality: RGB=true, RGB/Flow/Scene Backbone=VGG-192021.1292.6
ARGRGB=true2021.1292.5
ARGModality: RGB=true, RGB/Flow/Scene Backbone=Inception-v32021.1292.5
ATKeypoint=true2021.1292.3
ATModality: Keypoint=true, Keypoint Backbone=HRNet2021.1292.3
ATActor keypoint=true, Object keypoint=false2021.1292.3
GIRNKeypoint=true2021.1292.2
GIRNModality: Keypoint=true, Keypoint Backbone=OpenPose2021.1292.2
GIRNActor keypoint=true, Object keypoint=true2021.1292.2
ARGModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.1291.9
SACRFInput Modality=RGB2021.1291.8
PCTDMInput Modality=RGB2021.1291.7
VGG-16Input Modality=RGB2021.1291.6
HiGCINRGB=true2021.1291.5
HiGCINModality: RGB=true, RGB/Flow/Scene Backbone=ResNet-182021.1291.5
PRLRGB=true2021.1291.4
PRLModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.1291.4
ATModality: RGB=true, RGB/Flow/Scene Backbone=I3D2021.1291.4
Zappardino et al.Keypoint=true2021.1291
Zappardino et al.Modality: Keypoint=true, Keypoint Backbone=OpenPose2021.1291
Zappardino et al.Actor keypoint=true, Object keypoint=false2021.1291
SSURGB=true2021.1290.6
SSUModality: RGB=true, RGB/Flow/Scene Backbone=Inception-v32021.1290.6
RCRGRGB=true2021.1289.5
RCRGModality: RGB=true, RGB/Flow/Scene Backbone=VGG-192021.1289.5
stagNetRGB=true2021.1289.3
stagNetModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.1289.3
HiGCINModality: RGB=true, RGB/Flow/Scene Backbone=AlexNet2021.1288.6
GIRNActor keypoint=true, Object keypoint=false2021.1288.4
I3DInput Modality=RGB2021.1284.6
CERNRGB=true2021.1283.3
CERNModality: RGB=true, RGB/Flow/Scene Backbone=VGG-162021.1283.3
HDTMRGB=true2021.1281.9
HDTMModality: RGB=true, RGB/Flow/Scene Backbone=AlexNet2021.1281.9