Action Classification on ActivityNet (val)
75.12Top-1 AccP3D ResNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| P3D ResNetclassifier=Linear SVM2017.11 | 75.12 | 87.71 | 78.86 | |
| ResNet-152classifier=Linear SVM2017.11 | 71.43 | 86.45 | 76.56 | |
| VGG_19classifier=Linear SVM2017.11 | 66.59 | 82.7 | 70.22 | |
| C3Dclassifier=Linear SVM2017.11 | 65.8 | 81.16 | 67.68 | |
| IDTclassifier=Linear SVM2017.11 | 64.7 | 77.98 | 68.69 | |
| CCLDistillation Modality=Audio and Visual2021.04 | 47.3 | — | — | |
| CCLDistillation Modality=Image2021.04 | 46.3 | — | — | |
| FitNetDistillation Modality=Image2021.04 | 45.8 | — | — | |
| CORDistillation Modality=Image2021.04 | 43.1 | — | — | |
| CORDistillation Modality=Audio and Visual2021.04 | 41.7 | — | — | |
| CRDDistillation Modality=Image2021.04 | 37.3 | — | — | |
| CRDDistillation Modality=Audio and Visual2021.04 | 36.6 | — | — | |
| CCLDistillation Modality=Audio2021.04 | 36.5 | — | — | |
| CRDDistillation Modality=Audio2021.04 | 36.4 | — | — | |
| PKTDistillation Modality=Image2021.04 | 35.4 | — | — | |
| IFDDistillation Modality=Audio and Visual2021.04 | 35.4 | — | — | |
| PKTDistillation Modality=Audio and Visual2021.04 | 35.1 | — | — | |
| FitNetDistillation Modality=Audio and Visual2021.04 | 34.6 | — | — | |
| IFDDistillation Modality=Audio2021.04 | 34.6 | — | — | |
| CMCDistillation Modality=Audio2021.04 | 34.4 | — | — | |
| RKDDistillation Modality=Image2021.04 | 34.3 | — | — | |
| CMCDistillation Modality=Audio and Visual2021.04 | 33.9 | — | — | |
| IFDDistillation Modality=Image2021.04 | 33.8 | — | — | |
| PKTDistillation Modality=Audio2021.04 | 33.4 | — | — | |
| baselineDistillation Modality=Audio2021.04 | 32.6 | — | — | |
| baselineDistillation Modality=Image2021.04 | 32.6 | — | — | |
| baselineDistillation Modality=Audio and Visual2021.04 | 32.6 | — | — | |
| CORDistillation Modality=Audio2021.04 | 31.4 | — | — | |
| CMCDistillation Modality=Image2021.04 | 23.7 | — | — | |
| FitNetDistillation Modality=Audio2021.04 | 21.3 | — | — |