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Action Recognition on Kinetics 400/600 (val)

80.1Top-12 AccuracyOracle
65.38469.204573.02576.8455Sep 5, 2021
Updated 8mo ago

Evaluation results

MethodLinks
OracleTeacher/Student=R(2+1)D2021.0980.188.698583.266.3
SC-SamplerTeacher/Student=R(2+1)D + ResNet-182021.0970.9———66.3
OracleTeacher/Student=ResNeXt2021.0970.3784.878.97668.3
ConDi-SRTeacher/Student=R(2+1)D + ShuffleNetV22021.0969.965.0871.1571.266.3
ConDi-SRTeacher/Student=ResNeXt + ShuffleNetV22021.0969.865.170.871.2568.3
ConDi-SRTeacher/Student=ResNeXt + MobileNetV22021.0968.462.368.769.368.3
ConDi-SRTeacher/Student=R(2+1)D + MobileNetV22021.0968.361.168.969.366.3
BCE-ConfTeacher/Student=ResNeXt + MobileNetV22021.096748.4563.1164.1368.3
ST-EntTeacher/Student=ResNeXt + MobileNetV22021.0966.957.1164.7166.168.3
ST-EntTeacher/Student=R(2+1)D + ShuffleNetV22021.0966.458.726566.266.3
ST-ConfTeacher/Student=R(2+1)D + ShuffleNetV22021.0966.258.6365.66666.3
ST-ConfTeacher/Student=R(2+1)D + MobileNetV22021.0966.257.765.16666.3
ST-EntTeacher/Student=R(2+1)D + MobileNetV22021.0966.156.464.6466.0766.3
Random (mean)Teacher/Student=R(2+1)D2021.0966.0548.762.563.266.3
BCE-ConfTeacher/Student=R(2+1)D + ShuffleNetV22021.0966.0548.762.563.266.3
EquidistantTeacher/Student=ResNeXt2021.0966.0353.7465.866.168.3
Random (mean)Teacher/Student=ResNeXt2021.0966.0252.165.765.968.3
EquidistantTeacher/Student=R(2+1)D2021.0966.025062.663.266.3
ST-ConfTeacher/Student=ResNeXt + ShuffleNetV22021.0966.0255.0565.3565.768.3
ST-ConfTeacher/Student=ResNeXt + MobileNetV22021.0966.0154.865.1265.768.3
BCE-ConfTeacher/Student=ResNeXt + ShuffleNetV22021.09665065.465.768.3
BCE-ConfTeacher/Student=R(2+1)D + MobileNetV22021.096647.661.2561.966.3
ST-EntTeacher/Student=ResNeXt + ShuffleNetV22021.0965.9560.865.866.368.3