Omni-sourced Webly-supervised Learning for Video Recognition

Benchmark Model Rank Results
action-recognition-in-videos-on-ucf101OmniSource (SlowOnly-8x8-R101-RGB + I3D-Flow)#33-fold Accuracy: 98.6
action-recognition-in-videos-on-hmdb-51OmniSource (SlowOnly-8x8-R101-RGB + I3D Flow)#7Average accuracy of 3 splits: 83.8
action-classification-on-kinetics-400OmniSource irCSN-152 (IG-Kinetics-65M pretrain)#60Acc@1: 83.6
action-classification-on-kinetics-400OmniSource SlowOnly R101 8x8(ImageNet pretrain)#90Acc@1: 80.5Acc@5: 94.4
action-classification-on-kinetics-400OmniSource SlowOnly R101 8x8 (Scratch)#93Acc@1: 80.4Acc@5: 94.4