Action Recognition on UCF101 (5 x 10 stages)
76.38CNN ScoreFrameMaker
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FrameMakerBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 76.38 | 78.14 | |
| TCDBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 73.43 | 75.35 | |
| PODNetBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 71.58 | 73.75 | |
| UCIRBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 70.42 | 70.5 | |
| LwMBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 26.07 | — | |
| LwFMCBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 25.59 | — | |
| FinetuningBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | 13.45 | — | |
| iCaRLBackbone=ResNet-34 TSM, Pre-training=ImageNet [8]2022.11 | — | 64.51 |