Clustering on LetterA-J (full)
0.734AccuracyIDCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IDCL2026.03 | 0.734 | 0.696 | — | |
| DDC-DAData Augmentation=true2018.12 | 0.691 | 0.629 | — | |
| DeepDPM2026.03 | 0.612 | 0.583 | — | |
| DDC2018.12 | 0.573 | 0.546 | — | |
| ConvDEC-DAData Augmentation=true2018.12 | 0.571 | 0.608 | — | |
| ASPC-DA2026.03 | 0.562 | 0.531 | — | |
| IDEC2026.03 | 0.541 | 0.521 | — | |
| DEC2026.03 | 0.531 | 0.515 | — | |
| DipDECK2026.03 | 0.525 | 0.592 | — | |
| ConvDEC2018.12 | 0.517 | 0.536 | — | |
| EDESC2026.03 | 0.499 | 0.432 | — | |
| DEC2018.12 | 0.407 | 0.374 | — | |
| IDEC2018.12 | 0.381 | 0.318 | — | |
| DED2018.12 | 0.371 | 0.44 | — | |
| k-means2018.12 | 0.354 | 0.309 | — | |
| DenPeak2018.12 | 0.3 | 0.211 | — | |
| DBSCAN2018.12 | 0.1 | 0 | — | |
| ASPC-DA2026.03 | — | — | 344.2 | |
| DEC2026.03 | — | — | 323.7 | |
| EDESC2026.03 | — | — | 383.5 | |
| IDCLCurriculum Learning=false2026.03 | — | — | 387.3 | |
| IDCLCurriculum Learning=true2026.03 | — | — | 324.7 | |
| IDEC2026.03 | — | — | 363.1 |