Clustering on CARS 196 (test)
76.4NMIDREML
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DREMLDim=92162019.09 | 76.4 | — | |
| HDMLBase Loss=N-pair2019.03 | 69.7 | 41.6 | |
| MarginDim=1282019.09 | 69.1 | — | |
| MIC+marginDim=128, Backbone=ResNet-502019.09 | 68.4 | — | |
| DVMLDim=5122019.09 | 67.6 | — | |
| MarginDim=128, Backbone=ResNet-502019.09 | 66.3 | — | |
| DAMLBase Loss=N-pair2019.03 | 66 | 36.4 | |
| N-pair2019.03 | 62.7 | 31.8 | |
| Angular2019.03 | 62.4 | 31.8 | |
| MIC+semihDim=128, Backbone=ResNet-502019.09 | 61.6 | — | |
| MIC+ProxyNCADim=128, Backbone=ResNet-502019.09 | 60.5 | — | |
| ProxyNCADim=128, Backbone=ResNet-502019.09 | 59.5 | — | |
| HDMLBase Loss=Triplet2019.03 | 59.4 | 27.2 | |
| SemihardDim=128, Backbone=ResNet-502019.09 | 58.3 | — | |
| Lifted2019.03 | 57.8 | 25.1 | |
| DAMLBase Loss=Triplet2019.03 | 56.5 | 22.9 | |
| Triplet hardMining Strategy=semi-hard2019.03 | 55.7 | 22.4 | |
| Semihard2019.09 | 53.4 | — | |
| Triplet2019.03 | 52.9 | 17.9 | |
| Contrastive2019.03 | 42.3 | 10.5 | |
| DDML2019.03 | 41.7 | 10.9 |