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Models/3D-ShuffleNetV2 0.25x

3D-ShuffleNetV2 0.25x

Reported on 6 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Robots2 results

Activity RecognitiononJester (Gesture Recognition)
Val· 2019-04-04
86.91
best: 98.15 (DirecFormer)
Resource Efficient 3D Convolutional Neural Networks arXiv:1904.02422
Activity RecognitiononUCF101
3-fold Accuracy· 2019-04-04
56.52
best: 99.7 (FTP-UniFormerV2-L/14)
Resource Efficient 3D Convolutional Neural Networks arXiv:1904.02422

Time Series2 results

Action RecognitiononJester (Gesture Recognition)
Val· 2019-04-04
86.91
best: 98.15 (DirecFormer)
Resource Efficient 3D Convolutional Neural Networks arXiv:1904.02422
Action RecognitiononUCF101
3-fold Accuracy· 2019-04-04
56.52
best: 99.7 (FTP-UniFormerV2-L/14)
Resource Efficient 3D Convolutional Neural Networks arXiv:1904.02422

Computer Vision2 results

Action Recognition In VideosonJester (Gesture Recognition)
Val· 2019-04-04
86.91
best: 96.7 (CPNet Res34, 5 CP)
Resource Efficient 3D Convolutional Neural Networks arXiv:1904.02422
Action Recognition In VideosonUCF101
3-fold Accuracy· 2019-04-04
56.52
best: 96.2 (STM (ImageNet+Kinetics pretrain))
Resource Efficient 3D Convolutional Neural Networks arXiv:1904.02422