| Paper | Code | R@1 | R@8 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Combination of Multiple Global Descriptors for Image Retrieval | ✓ Link | 94.8 | CGD (MG/SG) | 2019-03-26 | |
| ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis | ✓ Link | 90.1 | ProxyNCA++ | 2020-04-02 | |
| Classification is a Strong Baseline for Deep Metric Learning | ✓ Link | 89.3 | NormSoftmax2048 (ResNet-50) | 2018-11-30 | |
| MES-Loss: Mutually equidistant separation metric learning loss function | 87.89 | 97.62 | MES-Loss | 2023-08-01 | |
| Sampling Matters in Deep Embedding Learning | ✓ Link | 86.9 | Margin | 2017-06-23 | |
| Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning | ✓ Link | 84.1 | MS512 | 2019-04-14 | |
| Improved Embeddings with Easy Positive Triplet Mining | ✓ Link | 82.7 | EPSHN512 | 2019-04-08 | |
| Deep Metric Learning with Hierarchical Triplet Loss | 81.4 | HTL | 2018-10-16 |