Action Phase Classification on Penn Action
86.05Phase Classification AccuracySupervised Learning
Evaluation Results
| Method | Links | |
|---|---|---|
| Supervised LearningFraction of Labels=1.02021.11 | 86.05 | |
| VAVAFraction of Labels=1.02021.11 | 84.48 | |
| TCCFraction of Labels=1.02021.11 | 84.45 | |
| Supervised Learning% of labels=1.02021.03 | 84.34 | |
| LAVFraction of Labels=1.02021.11 | 84.25 | |
| LAV% of labels=1.02021.03 | 84.25 | |
| VAVAFraction of Labels=0.52021.11 | 84.23 | |
| LAV + TCC% of labels=1.02021.03 | 84.12 | |
| TCNFraction of Labels=1.02021.11 | 84.04 | |
| LAVFraction of Labels=0.52021.11 | 83.95 | |
| LAV% of labels=0.52021.03 | 83.95 | |
| VAVAFraction of Labels=0.12021.11 | 83.89 | |
| LAV + TCC% of labels=0.52021.03 | 83.79 | |
| TCNFraction of Labels=0.52021.11 | 83.67 | |
| LAVFraction of Labels=0.12021.11 | 83.56 | |
| LAV% of labels=0.12021.03 | 83.56 | |
| TCCFraction of Labels=0.52021.11 | 83.35 | |
| LAV + TCC% of labels=0.12021.03 | 83.21 | |
| Supervised LearningFraction of Labels=0.52021.11 | 82.78 | |
| TCN% of labels=1.02021.03 | 82.78 | |
| TCN% of labels=0.52021.03 | 82.64 | |
| TCNFraction of Labels=0.12021.11 | 81.99 | |
| TCN% of labels=0.12021.03 | 81.99 | |
| SAL% of labels=1.02021.03 | 81.79 | |
| TCC% of labels=1.02021.03 | 81.35 | |
| TCCFraction of Labels=0.12021.11 | 81.26 | |
| Supervised Learning% of labels=0.52021.03 | 81.17 | |
| TCC% of labels=0.52021.03 | 81.12 | |
| SAL% of labels=0.52021.03 | 81.11 | |
| SALFraction of Labels=1.02021.11 | 79.96 | |
| SAL% of labels=0.12021.03 | 79.94 | |
| TCC% of labels=0.12021.03 | 79.72 | |
| SALFraction of Labels=0.52021.11 | 78.26 | |
| SALFraction of Labels=0.12021.11 | 74.87 | |
| Supervised Learning% of labels=0.12021.03 | 68.92 | |
| Supervised LearningFraction of Labels=0.12021.11 | 67.1 | |
| Imagenet Features% of labels=1.02021.03 | 60.65 | |
| Imagenet Features% of labels=0.52021.03 | 56.39 | |
| Imagenet FeaturesFraction of Labels=1.02021.11 | 52.86 | |
| Imagenet FeaturesFraction of Labels=0.52021.11 | 50.91 | |
| Random Features% of labels=1.02021.03 | 47.65 | |
| Random Features% of labels=0.52021.03 | 47.19 | |
| Random Features% of labels=0.12021.03 | 47.05 | |
| Random FeaturesFraction of Labels=1.02021.11 | 46.81 | |
| Imagenet Features% of labels=0.12021.03 | 46.66 | |
| Random FeaturesFraction of Labels=0.52021.11 | 46.19 | |
| Imagenet FeaturesFraction of Labels=0.12021.11 | 44.96 | |
| Random FeaturesFraction of Labels=0.12021.11 | 44.18 |