Action Phase Classification on IKEA ASM (Background)
31.92Accuracy (Phase Classification)Supervised Learning
Evaluation Results
| Method | Links | |
|---|---|---|
| Supervised LearningFraction of Labels=1.02021.11 | 31.92 | |
| VAVAFraction of Labels=0.52021.11 | 29.95 | |
| VAVAFraction of Labels=0.12021.11 | 29.12 | |
| VAVAFraction of Labels=1.02021.11 | 29.1 | |
| TCNFraction of Labels=1.02021.11 | 25.88 | |
| TCCFraction of Labels=1.02021.11 | 25.63 | |
| Supervised LearningFraction of Labels=0.52021.11 | 25.61 | |
| LAVFraction of Labels=1.02021.11 | 25.54 | |
| TCNFraction of Labels=0.52021.11 | 25.47 | |
| LAVFraction of Labels=0.52021.11 | 25.47 | |
| SALFraction of Labels=1.02021.11 | 25.46 | |
| TCCFraction of Labels=0.52021.11 | 25.04 | |
| SALFraction of Labels=0.52021.11 | 23.43 | |
| LAVFraction of Labels=0.12021.11 | 23.19 | |
| SALFraction of Labels=0.12021.11 | 22.94 | |
| TCCFraction of Labels=0.12021.11 | 22.7 | |
| TCNFraction of Labels=0.12021.11 | 22.51 | |
| Supervised LearningFraction of Labels=0.12021.11 | 20.74 | |
| Imagenet FeaturesFraction of Labels=1.02021.11 | 18.64 | |
| Imagenet FeaturesFraction of Labels=0.52021.11 | 18.02 | |
| Random FeaturesFraction of Labels=1.02021.11 | 17.61 | |
| Random FeaturesFraction of Labels=0.52021.11 | 17.41 | |
| Imagenet FeaturesFraction of Labels=0.12021.11 | 17.27 | |
| Random FeaturesFraction of Labels=0.12021.11 | 17.03 |