Novel category discovery on SVHN (unlabelled set)
95.2AccuracyAutoNovel
Evaluation results
| Method | Links | |
|---|---|---|
| AutoNovelself-supervision=true, incremental learning=true2021.06 | 95.2 | |
| AutoNovelself-supervision=true2021.06 | 95 | |
| DTCself-supervision=true2021.06 | 75.7 | |
| KCLself-supervision=true2021.06 | 65.6 | |
| DTCself-supervision=false2021.06 | 60.9 | |
| MCLself-supervision=true2021.06 | 53.1 | |
| k-meansself-supervision=true2021.06 | 46.7 | |
| k-meansself-supervision=false2021.06 | 42.6 | |
| MCLself-supervision=false2021.06 | 38.6 | |
| KCLself-supervision=false2021.06 | 21.4 |