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Video Frame Classification on AVA temporal annotation-only

14.9mAPI3D + 3 TGMs + super-events
2.165.46758.77512.0825Mar 16, 2018

Evaluation results

MethodLinks
I3D + 3 TGMs + super-eventsSetting=temporal annotation-only, number of TGM layers=3, temporal module=super-events2018.0314.9
I3D + 3 TGMsSetting=temporal annotation-only, number of TGM layers=32018.0314.5
I3D + 1 TGMsSetting=temporal annotation-only, number of TGM layers=12018.0311.2
I3D + super-eventsSetting=temporal annotation-only, temporal module=super-events2018.039.8
I3D + 3 temporal conv. layersSetting=temporal annotation-only, number of temporal conv layers=32018.037.9
I3D + LSTMSetting=temporal annotation-only, temporal module=LSTM2018.037.8
I3D baselineSetting=temporal annotation-only2018.037.5
RandomSetting=temporal annotation-only2018.032.65