Semi-supervised classification on tieredImageNet (test)
71.01AccuracyTPN-semi
Evaluation Results
| Method | Links | |
|---|---|---|
| TPN-semiShots=5-shot, Distraction=false2018.05 | 71.01 | |
| Soft k-MeansShots=5-shot, Distraction=false2018.05 | 70.25 | |
| TPN-semiShots=5-shot, Distraction=true2018.05 | 69.93 | |
| Masked Soft k-MeansShots=5-shot, Distraction=false2018.05 | 69.88 | |
| Soft k-Means+ClusterShots=5-shot, Distraction=false2018.05 | 69.42 | |
| Masked Soft k-MeansShots=5-shot, Distraction=true2018.05 | 69.08 | |
| Soft k-MeansShots=5-shot, Distraction=true2018.05 | 68.32 | |
| Soft k-Means+ClusterShots=5-shot, Distraction=true2018.05 | 67.56 | |
| TPN-semiShots=1-shot, Distraction=false2018.05 | 55.74 | |
| TPN-semiShots=1-shot, Distraction=true2018.05 | 53.45 | |
| Masked Soft k-MeansShots=1-shot, Distraction=false2018.05 | 52.39 | |
| Soft k-Means+ClusterShots=1-shot, Distraction=false2018.05 | 51.85 | |
| Soft k-MeansShots=1-shot, Distraction=false2018.05 | 51.52 | |
| Masked Soft k-MeansShots=1-shot, Distraction=true2018.05 | 51.38 | |
| Soft k-Means+ClusterShots=1-shot, Distraction=true2018.05 | 51.36 | |
| Soft k-MeansShots=1-shot, Distraction=true2018.05 | 49.88 |