Video Classification on Kinetics-400 v1 (val)
74.15Top-1 AccTeacher baseline
Evaluation Results
| Method | Links | |
|---|---|---|
| Teacher baselineModel=3DResNet-502022.11 | 74.15 | |
| VHDTeacher=3DResNet-50, Student=ResNet-502022.11 | 70.91 | |
| VHDTeacher=3DResNet-50, Student=VGG162022.11 | 70.4 | |
| HDTeacher=3DResNet-50, Student=ResNet-502022.11 | 70.28 | |
| HDTeacher=3DResNet-50, Student=VGG162022.11 | 69.82 | |
| AFDTeacher=3DResNet-50, Student=ResNet-50, variant=cnv2022.11 | 69.59 | |
| SPTeacher=3DResNet-50, Student=ResNet-502022.11 | 69.14 | |
| AFDTeacher=3DResNet-50, Student=ResNet-50, variant=max2022.11 | 69.08 | |
| AFDTeacher=3DResNet-50, Student=ResNet-50, variant=avg2022.11 | 68.82 | |
| CCKDTeacher=3DResNet-50, Student=ResNet-502022.11 | 68.52 | |
| AFDTeacher=3DResNet-50, Student=VGG16, variant=max2022.11 | 68.48 | |
| PKTTeacher=3DResNet-50, Student=ResNet-502022.11 | 68.37 | |
| ATTeacher=3DResNet-50, Student=ResNet-50, variant=cnv2022.11 | 68.35 | |
| SPTeacher=3DResNet-50, Student=VGG162022.11 | 68.29 | |
| FitNetTeacher=3DResNet-50, Student=ResNet-50, variant=cnv2022.11 | 68.26 | |
| ATTeacher=3DResNet-50, Student=ResNet-50, variant=avg2022.11 | 68.21 | |
| RKDTeacher=3DResNet-50, Student=ResNet-502022.11 | 68.15 | |
| ATTeacher=3DResNet-50, Student=ResNet-50, variant=max2022.11 | 68.13 | |
| FitNetTeacher=3DResNet-50, Student=ResNet-50, variant=avg2022.11 | 68.1 | |
| FitNetTeacher=3DResNet-50, Student=ResNet-50, variant=max2022.11 | 68.08 | |
| KDTeacher=3DResNet-50, Student=ResNet-502022.11 | 68.03 | |
| AFDTeacher=3DResNet-50, Student=VGG16, variant=cnv2022.11 | 67.9 | |
| AFDTeacher=3DResNet-50, Student=VGG16, variant=avg2022.11 | 67.77 | |
| PKTTeacher=3DResNet-50, Student=VGG162022.11 | 67.35 | |
| Student baselineModel=ResNet-502022.11 | 67.2 | |
| ATTeacher=3DResNet-50, Student=VGG16, variant=max2022.11 | 67.19 | |
| ATTeacher=3DResNet-50, Student=VGG16, variant=cnv2022.11 | 67.14 | |
| CCKDTeacher=3DResNet-50, Student=VGG162022.11 | 67.13 | |
| FitNetTeacher=3DResNet-50, Student=VGG16, variant=cnv2022.11 | 66.92 | |
| RKDTeacher=3DResNet-50, Student=VGG162022.11 | 66.91 | |
| ATTeacher=3DResNet-50, Student=VGG16, variant=avg2022.11 | 66.86 | |
| FitNetTeacher=3DResNet-50, Student=VGG16, variant=avg2022.11 | 66.75 | |
| KDTeacher=3DResNet-50, Student=VGG162022.11 | 66.71 | |
| FitNetTeacher=3DResNet-50, Student=VGG16, variant=max2022.11 | 66.69 | |
| Student baselineModel=VGG162022.11 | 65.43 |