Metric: R@1 (higher is better)
| # | Model↕ | R@1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CGD (SG/GS) | 91.9 | No | Combination of Multiple Global Descriptors for I... | 2019-03-26 | Code |
| 2 | Cross-Batch Memory | 91.3 | No | Cross-Batch Memory for Embedding Learning | 2019-12-14 | Code |
| 3 | ProxyNCA++ | 90.9 | No | ProxyNCA++: Revisiting and Revitalizing Proxy Ne... | 2020-04-02 | Code |
| 4 | MS512 | 89.7 | No | Multi-Similarity Loss with General Pair Weightin... | 2019-04-14 | Code |
| 5 | NormSoftmax2048 (ResNet-50) | 89.4 | No | Classification is a Strong Baseline for Deep Met... | 2018-11-30 | Code |
| 6 | EPSHN512 | 87.8 | No | Improved Embeddings with Easy Positive Triplet M... | 2019-04-08 | Code |
| 7 | ABE-8 | 87.3 | No | Attention-based Ensemble for Deep Metric Learning | 2018-04-02 | - |