Action Recognition on UCF101 (10x5 stages)
78.13CNN ScoreFrameMaker
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FrameMakerBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 78.13 | 78.64 | |
| TCDBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 74.89 | 77.16 | |
| UCIRBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 74.31 | 74.09 | |
| PODNetBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 73.26 | 74.37 | |
| LwMBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 43.39 | — | |
| LwFMCBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 42.14 | — | |
| FinetuningBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 24.97 | — | |
| iCaRLBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | — | 65.34 |