Image Classification on tiered-Imagenet novel (test)
58.62Top-1 Acc (1-shot)SoSN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SoSNSupervision=Supervised, Way=5-way2020.01 | 58.62 | 75.19 | |
| Relation NetSupervision=Supervised, Way=5-way2020.01 | 54.48 | 71.32 | |
| Prototypical NetSupervision=Supervised, Way=5-way2020.01 | 53.31 | 72.69 | |
| MAMLSupervision=Supervised, Way=5-way2020.01 | 51.67 | 70.3 | |
| U-SoSN + ArLSupervision=Unsupervised, Way=5-way2020.01 | 43.68 | 58.56 | |
| U-SoSNSupervision=Unsupervised, Way=5-way2020.01 | 42.07 | 56.21 | |
| U-PNSupervision=Unsupervised, Way=5-way2020.01 | 38.83 | 50.64 | |
| U-RNSupervision=Unsupervised, Way=5-way2020.01 | 37.23 | 49.54 | |
| BiGAN(knn)Supervision=Supervised, Way=5-way2020.01 | 29.65 | 34.08 | |
| Pixel (Cosine)Supervision=Supervised, Way=5-way2020.01 | 27.13 | 32.35 |