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ResearchFormerly WizWand

Action Recognition on Kinetics Gameplay to Kinetics (test)

63.98AccuracySemi-HABG
12.853626.126839.452.6732Jul 31, 2020
Updated 8mo ago

Evaluation results

MethodLinks
Semi-HABGRatio of labeled target labels=90%, Frame aggregation strategy=AvgPool2020.0763.98
Semi-ABGRatio of labeled target labels=90%, Frame aggregation strategy=AvgPool2020.0763.67
Semi-HABGRatio of labeled target labels=70%, Frame aggregation strategy=AvgPool2020.0763.36
Semi-HABGRatio of labeled target labels=50%, Frame aggregation strategy=AvgPool2020.0762.54
Semi-ABGRatio of labeled target labels=70%, Frame aggregation strategy=AvgPool2020.0762.46
Semi-ABGRatio of labeled target labels=50%, Frame aggregation strategy=AvgPool2020.0762.19
Semi-HABGRatio of labeled target labels=30%, Frame aggregation strategy=AvgPool2020.0760.39
Semi-ABGRatio of labeled target labels=30%, Frame aggregation strategy=AvgPool2020.0759.8
AdaBNRatio of labeled target labels=90%, Frame aggregation strategy=AvgPool2020.0748
AdaBNRatio of labeled target labels=70%, Frame aggregation strategy=AvgPool2020.0747.73
AdaBNRatio of labeled target labels=50%, Frame aggregation strategy=AvgPool2020.0747.67
TA2NRatio of labeled target labels=90%, Frame aggregation strategy=TRN2020.0745.66
AdaBNRatio of labeled target labels=30%, Frame aggregation strategy=AvgPool2020.0744.82
TA2NRatio of labeled target labels=50%, Frame aggregation strategy=TRN2020.0744.82
Target OnlyRatio of labeled target labels=70%, Frame aggregation strategy=AvgPool2020.0744.58
TA2NRatio of labeled target labels=70%, Frame aggregation strategy=TRN2020.0744.39
Target OnlyRatio of labeled target labels=90%, Frame aggregation strategy=AvgPool2020.0744.36
TA3NRatio of labeled target labels=50%, Frame aggregation strategy=TRN2020.0744.27
TA3NRatio of labeled target labels=70%, Frame aggregation strategy=TRN2020.0744.02
DANNRatio of labeled target labels=90%, Frame aggregation strategy=AvgPool2020.0743.38
TA3NRatio of labeled target labels=30%, Frame aggregation strategy=TRN2020.0743.25
Target OnlyRatio of labeled target labels=50%, Frame aggregation strategy=AvgPool2020.0742.54
TA2NRatio of labeled target labels=30%, Frame aggregation strategy=TRN2020.0742.39
MCDRatio of labeled target labels=90%, Frame aggregation strategy=AvgPool2020.0742.05
TA3NRatio of labeled target labels=90%, Frame aggregation strategy=TRN2020.0742.05
JANRatio of labeled target labels=70%, Frame aggregation strategy=AvgPool2020.0741.31
MCDRatio of labeled target labels=70%, Frame aggregation strategy=AvgPool2020.0741.13
DANNRatio of labeled target labels=70%, Frame aggregation strategy=AvgPool2020.0740.44
MCDRatio of labeled target labels=50%, Frame aggregation strategy=AvgPool2020.0740.08
DANNRatio of labeled target labels=50%, Frame aggregation strategy=AvgPool2020.0740.05
Target OnlyRatio of labeled target labels=30%, Frame aggregation strategy=AvgPool2020.0739.96
MCDRatio of labeled target labels=30%, Frame aggregation strategy=AvgPool2020.0736.29
DANNRatio of labeled target labels=30%, Frame aggregation strategy=AvgPool2020.0733.24
JANRatio of labeled target labels=90%, Frame aggregation strategy=AvgPool2020.0732.75
JANRatio of labeled target labels=30%, Frame aggregation strategy=AvgPool2020.0732.69
JANRatio of labeled target labels=50%, Frame aggregation strategy=AvgPool2020.0722.95
Source OnlyRatio of labeled target labels=30%, Frame aggregation strategy=AvgPool2020.0714.82
Source OnlyRatio of labeled target labels=50%, Frame aggregation strategy=AvgPool2020.0714.82
Source OnlyRatio of labeled target labels=70%, Frame aggregation strategy=AvgPool2020.0714.82
Source OnlyRatio of labeled target labels=90%, Frame aggregation strategy=AvgPool2020.0714.82