Unsupervised character discovery on Omniglot cross-task from bg (eval)
0.802Accuracy (100)CCN-CCL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CCN-CCLConstraints in Metric=true, Constraints in Clustering=true2018.06 | 0.802 | 0.833 | 0.897 | 0.893 | |
| CCN-KCLConstraints in Metric=true, Constraints in Clustering=true2018.06 | 0.781 | 0.824 | 0.889 | 0.874 | |
| CSPConstraints in Metric=false, Constraints in Clustering=true2018.06 | 0.654 | 0.625 | 0.812 | 0.812 | |
| MPCK-meansConstraints in Metric=true, Constraints in Clustering=true2018.06 | 0.539 | 0.819 | 0.871 | 0.816 | |
| ITMLConstraints in Metric=true, Constraints in Clustering=false2018.06 | 0.472 | 0.567 | 0.674 | 0.727 | |
| SKKmConstraints in Metric=true, Constraints in Clustering=false2018.06 | 0.469 | 0.624 | 0.77 | 0.781 | |
| SKLRConstraints in Metric=true, Constraints in Clustering=false2018.06 | 0.468 | 0.669 | 0.791 | 0.76 | |
| SKMSConstraints in Metric=true, Constraints in Clustering=false2018.06 | 0.455 | — | — | 0.693 | |
| K-meansConstraints in Metric=false, Constraints in Clustering=false2018.06 | 0.189 | 0.217 | 0.353 | 0.464 | |
| LSCConstraints in Metric=false, Constraints in Clustering=false2018.06 | 0.18 | 0.236 | 0.376 | 0.5 | |
| LPNMFConstraints in Metric=false, Constraints in Clustering=false2018.06 | 0.163 | 0.222 | 0.372 | 0.498 |