Action Recognition on UCF-101 1.0 (test)
95.9Top-1 AccOracle
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OracleTeacher/Student=ResNeXt2021.09 | 95.9 | 92.81 | 89.08 | |
| OracleTeacher/Student=R(2+1)D2021.09 | 90 | 89.2 | 87 | |
| ConDi-SRTeacher/Student=ResNeXt + ShuffleNetV22021.09 | 89 | 91.2 | 89.08 | |
| ST-ConfTeacher/Student=R(2+1)D + MobileNetV22021.09 | 88.8 | 87.1 | 87 | |
| ConDi-SRTeacher/Student=ResNeXt + MobileNetV22021.09 | 88.8 | 91 | 89.08 | |
| EquidistantTeacher/Student=ResNeXt2021.09 | 87.68 | 89.02 | 89.08 | |
| ST-EntTeacher/Student=ResNeXt + ShuffleNetV22021.09 | 87.6 | 89.1 | 89.08 | |
| ST-EntTeacher/Student=ResNeXt + MobileNetV22021.09 | 87.54 | 89.09 | 89.08 | |
| ST-ConfTeacher/Student=ResNeXt + ShuffleNetV22021.09 | 86.8 | 88.9 | 89.08 | |
| ST-ConfTeacher/Student=ResNeXt + MobileNetV22021.09 | 86.7 | 89 | 89.08 | |
| ConDi-SRTeacher/Student=R(2+1)D + ShuffleNetV22021.09 | 86.06 | 87.4 | 87 | |
| ConDi-SRTeacher/Student=R(2+1)D + MobileNetV22021.09 | 86.03 | 87.3 | 87 | |
| Random (mean)Teacher/Student=ResNeXt2021.09 | 86 | 88.98 | 89.08 | |
| BCE-ConfTeacher/Student=ResNeXt + ShuffleNetV22021.09 | 85.6 | 88.97 | 89.08 | |
| BCE-ConfTeacher/Student=ResNeXt + MobileNetV22021.09 | 85.5 | 88.95 | 89.08 | |
| ST-EntTeacher/Student=R(2+1)D + ShuffleNetV22021.09 | 85.5 | 86.9 | 87 | |
| ST-EntTeacher/Student=R(2+1)D + MobileNetV22021.09 | 85.1 | 86.7 | 87 | |
| EquidistantTeacher/Student=R(2+1)D2021.09 | 84 | 85.9 | 87 | |
| ST-ConfTeacher/Student=R(2+1)D + ShuffleNetV22021.09 | 84 | 86.1 | 87 | |
| Random (mean)Teacher/Student=R(2+1)D2021.09 | 83.1 | 85.8 | 87 | |
| BCE-ConfTeacher/Student=R(2+1)D + ShuffleNetV22021.09 | 83 | 85.8 | 87 | |
| BCE-ConfTeacher/Student=R(2+1)D + MobileNetV22021.09 | 82.9 | 85.9 | 87 | |
| LTL Image-basedTeacher/Student=R(2+1)D + ResNet-182021.09 | 73 | — | — |