Action Recognition on UCF101 (2 x 25 stages)
75.77CNN Performance ScoreFrameMaker
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FrameMakerBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 75.77 | 77.49 | |
| TCDBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 72.19 | 74.01 | |
| PODNetBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 70.28 | 71.87 | |
| UCIRBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 63.22 | 64 | |
| LwMBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 12.08 | — | |
| LwFMCBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 11.68 | — | |
| FinetuningBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 5.78 | — | |
| iCaRLBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | — | 58.73 |