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ResearchFormerly WizWand

Action Recognition on UCF-101 1.0 (test)

95.9Top-1 AccOracle
72.08478.26784.4590.633Sep 5, 2021
Updated 8mo ago

Evaluation results

MethodLinks
OracleTeacher/Student=ResNeXt2021.0995.992.8189.08
OracleTeacher/Student=R(2+1)D2021.099089.287
ConDi-SRTeacher/Student=ResNeXt + ShuffleNetV22021.098991.289.08
ST-ConfTeacher/Student=R(2+1)D + MobileNetV22021.0988.887.187
ConDi-SRTeacher/Student=ResNeXt + MobileNetV22021.0988.89189.08
EquidistantTeacher/Student=ResNeXt2021.0987.6889.0289.08
ST-EntTeacher/Student=ResNeXt + ShuffleNetV22021.0987.689.189.08
ST-EntTeacher/Student=ResNeXt + MobileNetV22021.0987.5489.0989.08
ST-ConfTeacher/Student=ResNeXt + ShuffleNetV22021.0986.888.989.08
ST-ConfTeacher/Student=ResNeXt + MobileNetV22021.0986.78989.08
ConDi-SRTeacher/Student=R(2+1)D + ShuffleNetV22021.0986.0687.487
ConDi-SRTeacher/Student=R(2+1)D + MobileNetV22021.0986.0387.387
Random (mean)Teacher/Student=ResNeXt2021.098688.9889.08
BCE-ConfTeacher/Student=ResNeXt + ShuffleNetV22021.0985.688.9789.08
BCE-ConfTeacher/Student=ResNeXt + MobileNetV22021.0985.588.9589.08
ST-EntTeacher/Student=R(2+1)D + ShuffleNetV22021.0985.586.987
ST-EntTeacher/Student=R(2+1)D + MobileNetV22021.0985.186.787
EquidistantTeacher/Student=R(2+1)D2021.098485.987
ST-ConfTeacher/Student=R(2+1)D + ShuffleNetV22021.098486.187
Random (mean)Teacher/Student=R(2+1)D2021.0983.185.887
BCE-ConfTeacher/Student=R(2+1)D + ShuffleNetV22021.098385.887
BCE-ConfTeacher/Student=R(2+1)D + MobileNetV22021.0982.985.987
LTL Image-basedTeacher/Student=R(2+1)D + ResNet-182021.0973——