Metric: R@16 (higher is better)
| # | Model↕ | R@16▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Recall@k Surrogate loss (ViT-B/16) | 95.9 | No | Recall@k Surrogate Loss with Large Batches and S... | 2021-08-25 | Code |
| 2 | ROADMAP (DeiT-S) | 93.1 | No | Robust and Decomposable Average Precision for Im... | 2021-10-01 | Code |
| 3 | Recall@k Surrogate loss (ResNet-50) | 91.9 | No | Recall@k Surrogate Loss with Large Batches and S... | 2021-08-25 | Code |
| 4 | ROADMAP (ResNet-50) | 91.3 | No | Robust and Decomposable Average Precision for Im... | 2021-10-01 | Code |
| 5 | Smooth-AP | 90.3 | No | Smooth-AP: Smoothing the Path Towards Large-Scal... | 2020-07-23 | Code |
| 6 | PNP Loss | 89.7 | No | Rethinking the Optimization of Average Precision... | 2021-02-09 | Code |