Image Retrieval and Clustering on Stanford Online Products
75.7Recall@1Group Loss
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Group Loss2019.12 | 75.7 | 88.2 | 95.8 | 91.1 | |
| Classification2019.12 | 73.8 | 88.1 | 95 | 89.8 | |
| Proxy-NCA2019.12 | 73.7 | — | — | 90.6 | |
| Angular Loss2019.12 | 70.9 | 85 | 93.5 | 88.6 | |
| Deep Spectral2019.12 | 67.6 | 83.7 | 93.3 | 89.4 | |
| Facility Location2019.12 | 67 | 83.7 | 93.2 | 89.5 | |
| Triplet2019.12 | 66.7 | 82.4 | 91.9 | 89.5 | |
| Npairs2019.12 | 66.4 | 82.9 | 92.1 | 87.9 | |
| Bias Triplet2019.12 | 63 | 79.8 | 90.7 | — | |
| Lifted Structure2019.12 | 62.5 | 80.8 | 91.9 | 88.7 |