Novel Class Discovery on CIFAR-10
89.02ACC (Seen)CombEmb
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CombEmb2021.06 | 89.02 | 92.96 | 89.98 | 77.97 | 80.43 | 79.83 | 80.26 | 85.63 | 79.19 | |
| GCD2021.06 | 88.82 | 88.23 | 88.63 | 76.28 | 75.53 | 77.99 | 77.52 | 81.19 | 76.75 | |
| ORCA2021.06 | 87.7 | 92.83 | 89.24 | 74.34 | 81.81 | 78.21 | 76.46 | 88.13 | 78.12 | |
| DualRankextended_classifier_dimensionality=true2021.06 | 83.89 | 86.91 | 84.79 | 72.97 | 74.37 | 74.98 | 67.61 | 78.63 | 68.02 | |
| RankStatsextended_classifier_dimensionality=true2021.06 | 82.22 | 88.23 | 84.01 | 72.03 | 75.17 | 73.65 | 66.68 | 79.54 | 67.08 | |
| NCLextended_classifier_dimensionality=true2021.06 | 78.47 | 85.23 | 80.5 | 69.09 | 74.97 | 66.18 | 68.06 | 78.35 | 56.56 | |
| DTCextended_classifier_dimensionality=true2021.06 | 77.44 | 72 | 75.81 | 62.91 | 65.82 | 63.25 | 61.98 | 65.33 | 56.89 |