From: Fused behavior recognition model based on attention mechanism
Dataset | Methods | Top-1 (%) | Top-5 (%) |
---|---|---|---|
HMDB51(test set) | ResNet34-3DRes18 | 70.997 | 90.748 |
Res34-SE-IM-Net | 71.85 (+ 0.853) | 91.535 (+ 0.787) | |
UCF101(test set) | ResNet34-3DRes18 | 92.143 | 99.392 |
Res34-SE-IM-Net | 92.196 (+ 0.053) | 98.862 | |
Something-Something v1(validation set) | ResNet34-3DRes18 | 41.012 | 72.139 |
Res34-SE-IM-Net | 41.398 (+ 0.386) | 72.743 (+ 0.604) |