Text-to-Image Retrieval on CC152K
42.8R@1L2RM-SGRAF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| L2RM-SGRAF2024.03 | 42.8 | 68 | 77.2 | 374.2 | |
| GSCBackbone=SGR2024.05 | 42.2 | 67.6 | 77.1 | 375.1 | |
| BiCro2023.12 | 42.1 | 67.6 | 76.4 | — | |
| BiCroreproduced=true2023.10 | 42.1 | 67.6 | 76.4 | 370.2 | |
| BiCroBackbone=SGRAF2024.05 | 42.1 | 67.6 | 76.4 | 370.2 | |
| L2RM-SGR2024.03 | 41.8 | 65.9 | 74.9 | 364.3 | |
| CRCL2023.10 | 41.6 | 68 | 78.4 | 373.7 | |
| RCL-SGRAF2024.03 | 41.6 | 66.4 | 75.1 | 364.4 | |
| SREM2023.12 | 41.5 | 68.2 | 77 | — | |
| DECL2023.12 | 40.7 | 66.3 | 76.7 | — | |
| DECL2023.10 | 40.7 | 66.3 | 76.7 | 364.3 | |
| DECL-SGRAF2024.03 | 40.7 | 66.3 | 76.7 | 364.3 | |
| DECLBackbone=SGRAF2024.05 | 40.7 | 66.3 | 76.7 | 364.3 | |
| MSCN2023.12 | 40.6 | 67.4 | 76.3 | — | |
| MSCN2023.10 | 40.6 | 67.4 | 76.3 | 366.7 | |
| MSCNBackbone=SGR2024.05 | 40.6 | 67.4 | 76.3 | 366.7 | |
| NCRre-implementation=true, backbone=SGR-backbone2024.03 | 40.6 | 66.4 | 74.5 | 361.2 | |
| MSCNbackbone=SGR-backbone2024.03 | 40.6 | 67.4 | 76.3 | 366.7 | |
| NCR2023.12 | 40.3 | 64.6 | 73.2 | — | |
| NCR2023.10 | 40.3 | 64.6 | 73.2 | 355.6 | |
| NCR2024.03 | 40.3 | 64.6 | 73.2 | 355.6 | |
| NCRBackbone=SGR2024.05 | 40.3 | 64.6 | 73.2 | 355.6 | |
| REPAIRbackbone=SGR-backbone2024.03 | 40.3 | 68.2 | 76.4 | 369.2 | |
| BiCro2024.03 | 39.2 | 65 | 74.1 | 355.2 | |
| RCL-SGR2024.03 | 39.2 | 63.2 | 72.3 | 346.4 | |
| L2RM-SAF2024.03 | 38.8 | 65.7 | 74.8 | 351 | |
| DECL-SAF2024.03 | 38.5 | 63.2 | 73.5 | 348.1 | |
| BiCrore-implementation=true, backbone=SGR-backbone2024.03 | 38.5 | 63.2 | 72.3 | 342.8 | |
| RCL-SAF2024.03 | 37.8 | 62.4 | 72.4 | 344.5 | |
| RINCEBackbone=SGR2024.05 | 37.6 | 65 | 73.4 | 348.7 | |
| DECL-SGR2024.03 | 37.1 | 63.6 | 73.7 | 347.4 | |
| DECLbackbone=SGR-backbone2024.03 | 37.1 | 63.6 | 73.7 | 347.4 | |
| VSRN2023.12 | 32.5 | 59.4 | 70.4 | — | |
| SGRAF2023.10 | 32.5 | 60.7 | 68.7 | 323.9 | |
| SAF2024.03 | 32.5 | 60.7 | 68.7 | 323.9 | |
| SGRAFBackbone=SGRAF2024.05 | 32.5 | 60.7 | 68.7 | 323.9 | |
| SAF2023.12 | 31.9 | 59 | 67.9 | — | |
| IMRAM2024.03 | 29.2 | 51.5 | 61.2 | 283 | |
| IMRAM2023.12 | 29 | 56.8 | 67.4 | — | |
| SCAN2023.12 | 26.9 | 53 | 64.7 | — | |
| SCAN2023.10 | 26.9 | 53 | 64.7 | 295.7 | |
| SCAN2024.03 | 26.9 | 53 | 64.7 | 295.7 | |
| SGR2024.03 | 13.7 | 36.1 | 47.9 | 196.6 | |
| SGR2023.12 | 13.1 | 30.1 | 41.6 | — | |
| SGRBackbone=SGR2024.05 | 13.1 | 30.1 | 41.6 | 165.4 | |
| SGR2024.03 | 13.1 | 30.1 | 41.6 | 165.4 | |
| VSE∞2023.10 | 12.9 | 19.2 | 21.6 | 229.2 | |
| VSE∞2024.03 | 12.9 | 19.2 | 21.6 | 229.2 |