Action Recognition on Kinetics 400/600 (val)
80.1Top-12 AccuracyOracle
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OracleTeacher/Student=R(2+1)D2021.09 | 80.1 | 88.69 | 85 | 83.2 | 66.3 | |
| SC-SamplerTeacher/Student=R(2+1)D + ResNet-182021.09 | 70.9 | — | — | — | 66.3 | |
| OracleTeacher/Student=ResNeXt2021.09 | 70.37 | 84.8 | 78.9 | 76 | 68.3 | |
| ConDi-SRTeacher/Student=R(2+1)D + ShuffleNetV22021.09 | 69.9 | 65.08 | 71.15 | 71.2 | 66.3 | |
| ConDi-SRTeacher/Student=ResNeXt + ShuffleNetV22021.09 | 69.8 | 65.1 | 70.8 | 71.25 | 68.3 | |
| ConDi-SRTeacher/Student=ResNeXt + MobileNetV22021.09 | 68.4 | 62.3 | 68.7 | 69.3 | 68.3 | |
| ConDi-SRTeacher/Student=R(2+1)D + MobileNetV22021.09 | 68.3 | 61.1 | 68.9 | 69.3 | 66.3 | |
| BCE-ConfTeacher/Student=ResNeXt + MobileNetV22021.09 | 67 | 48.45 | 63.11 | 64.13 | 68.3 | |
| ST-EntTeacher/Student=ResNeXt + MobileNetV22021.09 | 66.9 | 57.11 | 64.71 | 66.1 | 68.3 | |
| ST-EntTeacher/Student=R(2+1)D + ShuffleNetV22021.09 | 66.4 | 58.72 | 65 | 66.2 | 66.3 | |
| ST-ConfTeacher/Student=R(2+1)D + ShuffleNetV22021.09 | 66.2 | 58.63 | 65.6 | 66 | 66.3 | |
| ST-ConfTeacher/Student=R(2+1)D + MobileNetV22021.09 | 66.2 | 57.7 | 65.1 | 66 | 66.3 | |
| ST-EntTeacher/Student=R(2+1)D + MobileNetV22021.09 | 66.1 | 56.4 | 64.64 | 66.07 | 66.3 | |
| Random (mean)Teacher/Student=R(2+1)D2021.09 | 66.05 | 48.7 | 62.5 | 63.2 | 66.3 | |
| BCE-ConfTeacher/Student=R(2+1)D + ShuffleNetV22021.09 | 66.05 | 48.7 | 62.5 | 63.2 | 66.3 | |
| EquidistantTeacher/Student=ResNeXt2021.09 | 66.03 | 53.74 | 65.8 | 66.1 | 68.3 | |
| Random (mean)Teacher/Student=ResNeXt2021.09 | 66.02 | 52.1 | 65.7 | 65.9 | 68.3 | |
| EquidistantTeacher/Student=R(2+1)D2021.09 | 66.02 | 50 | 62.6 | 63.2 | 66.3 | |
| ST-ConfTeacher/Student=ResNeXt + ShuffleNetV22021.09 | 66.02 | 55.05 | 65.35 | 65.7 | 68.3 | |
| ST-ConfTeacher/Student=ResNeXt + MobileNetV22021.09 | 66.01 | 54.8 | 65.12 | 65.7 | 68.3 | |
| BCE-ConfTeacher/Student=ResNeXt + ShuffleNetV22021.09 | 66 | 50 | 65.4 | 65.7 | 68.3 | |
| BCE-ConfTeacher/Student=R(2+1)D + MobileNetV22021.09 | 66 | 47.6 | 61.25 | 61.9 | 66.3 | |
| ST-EntTeacher/Student=ResNeXt + ShuffleNetV22021.09 | 65.95 | 60.8 | 65.8 | 66.3 | 68.3 |