Action Recognition on HMDB51 (1 x 25 stages)
42.65CNN ScoreFrameMaker
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FrameMakerBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.11 | 42.65 | 47.37 | |
| TCDBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.11 | 40.47 | 46.66 | |
| PODNetBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.11 | 38.76 | 46.62 | |
| UCIRBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.11 | 37.04 | 37.15 | |
| LwMBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.11 | 16.5 | — | |
| LwFMCBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.11 | 16.49 | — | |
| FinetuningBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.11 | 4.83 | — | |
| iCaRLBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.11 | — | 33.77 |