Text-to-Image Retrieval on CC 152K (test)
43.1R@1PCSR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PCSRNoise Robustness=true, Backbone=SGR2025.09 | 43.1 | 67.7 | 76.3 | — | |
| L2RMNoise Robustness=true, Backbone=SGR2025.09 | 42.8 | 68 | 77.2 | — | |
| BiCromismatched pair filtering=true2023.03 | 42.1 | 67.6 | 76.4 | 370.2 | |
| BiCroNoise Robustness=true, Backbone=SGR2025.09 | 42.1 | 67.6 | 76.4 | — | |
| RCLNoise Robustness=true, Backbone=SGR2025.09 | 41.6 | 66.4 | 75.1 | — | |
| DECL2023.03 | 40.7 | 66.3 | 76.7 | 364.3 | |
| DECLNoise Robustness=true, Backbone=SGR2025.09 | 40.7 | 66.3 | 76.7 | — | |
| MSCNMeta-data size=3,000 pairs (2%)2023.04 | 40.6 | 67.4 | 76.3 | 184.3 | |
| MSCNNoise Robustness=true, Backbone=SGR2025.09 | 40.6 | 67.1 | 76.4 | — | |
| NCRPublication=NIPS'212023.04 | 40.3 | 64.6 | 73.2 | 178.1 | |
| NCR2023.03 | 40.3 | 64.6 | 73.2 | 355.6 | |
| NCRNoise Robustness=true, Backbone=SGR2025.09 | 40.3 | 64.5 | 73.2 | — | |
| CREAMNoise Robustness=true, Backbone=SGR2025.09 | 40.2 | 68.2 | 78.3 | — | |
| MSCN*Meta-data size=1,000 pairs (0.67%)2023.04 | 39.8 | 66.1 | 75 | 180.9 | |
| BiCromismatched pair filtering=false2023.03 | 39.7 | 67.6 | 76.9 | 368.9 | |
| SGR*Publication=AAAI'21, Pre-training=without hard negatives2023.04 | 34.9 | 63 | 72.8 | 170.7 | |
| VSRNPublication=ICCV'192023.04 | 32.5 | 59.4 | 70.4 | 162.3 | |
| VSRN2023.03 | 32.5 | 59.4 | 70.4 | 326.7 | |
| SAFPublication=AAAI'212023.04 | 31.9 | 59 | 67.9 | 158.8 | |
| SAF2023.03 | 31.9 | 59 | 67.9 | 318 | |
| IMRAMPublication=CVPR'202023.04 | 29 | 56.8 | 67.4 | 153.2 | |
| IMRAM2023.03 | 29 | 56.8 | 67.4 | 312 | |
| SCANPublication=ECCV'182023.04 | 26.9 | 53 | 64.7 | 144.6 | |
| SCAN2023.03 | 26.9 | 53 | 64.7 | 295.7 | |
| SCANNoise Robustness=false2025.09 | 26.9 | 53 | 64.7 | — | |
| SGRPublication=AAAI'212023.04 | 13.1 | 30.1 | 41.6 | 84.8 | |
| SGR2023.03 | 13.1 | 30.1 | 41.6 | 165.4 | |
| SGRNoise Robustness=false2025.09 | 13.1 | 30.1 | 41.3 | — |