Image-to-Text Retrieval on CC152K
43R@1L2RM-SGRAF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| L2RM-SGRAF2024.03 | 43 | 67.5 | 75.7 | 374.2 | |
| GSCBackbone=SGR2024.05 | 42.1 | 68.4 | 77.7 | 375.1 | |
| CRCL2023.10 | 41.8 | 67.4 | 76.5 | — | |
| RCL-SGRAF2024.03 | 41.7 | 66 | 73.6 | 364.4 | |
| SREM2023.12 | 40.9 | 67.5 | 77.1 | — | |
| BiCro2023.12 | 40.8 | 67.2 | 76.1 | — | |
| BiCroreproduced=true2023.10 | 40.8 | 67.2 | 76.1 | — | |
| BiCroBackbone=SGRAF2024.05 | 40.8 | 67.2 | 76.1 | 370.2 | |
| REPAIRbackbone=SGR-backbone2024.03 | 40.5 | 67.7 | 76.1 | 369.2 | |
| MSCN2023.12 | 40.1 | 65.7 | 76.6 | — | |
| MSCN2023.10 | 40.1 | 65.7 | 76.6 | — | |
| MSCNBackbone=SGR2024.05 | 40.1 | 65.7 | 76.6 | 366.7 | |
| MSCNbackbone=SGR-backbone2024.03 | 40.1 | 65.7 | 76.6 | 366.7 | |
| BiCro2024.03 | 39.7 | 64.6 | 72.6 | 355.2 | |
| NCR2023.12 | 39.5 | 64.5 | 73.5 | — | |
| NCR2023.10 | 39.5 | 64.5 | 73.5 | — | |
| NCR2024.03 | 39.5 | 64.5 | 73.5 | 355.6 | |
| L2RM-SGR2024.03 | 39.5 | 66.2 | 76 | 364.3 | |
| NCRBackbone=SGR2024.05 | 39.5 | 64.5 | 73.5 | 355.6 | |
| NCRre-implementation=true, backbone=SGR-backbone2024.03 | 39.1 | 65.4 | 75.2 | 361.2 | |
| DECL2023.12 | 39 | 66.1 | 75.5 | — | |
| DECL2023.10 | 39 | 66.1 | 75.5 | — | |
| DECL-SGRAF2024.03 | 39 | 66.1 | 75.5 | 364.3 | |
| DECLBackbone=SGRAF2024.05 | 39 | 66.1 | 75.5 | 364.3 | |
| RCL-SGR2024.03 | 38.3 | 63 | 70.4 | 346.4 | |
| BiCrore-implementation=true, backbone=SGR-backbone2024.03 | 37.6 | 61.4 | 69.8 | 342.8 | |
| RCL-SAF2024.03 | 37.5 | 63 | 71.4 | 344.5 | |
| L2RM-SAF2024.03 | 37.3 | 62.7 | 71.7 | 351 | |
| DECL-SAF2024.03 | 36.6 | 63 | 73.3 | 348.1 | |
| DECL-SGR2024.03 | 36.2 | 63.6 | 73.2 | 347.4 | |
| DECLbackbone=SGR-backbone2024.03 | 36.2 | 63.6 | 73.2 | 347.4 | |
| RINCEBackbone=SGR2024.05 | 35.9 | 63 | 73.8 | 348.7 | |
| VSE∞2023.10 | 34 | 64.5 | 77 | — | |
| VSE∞2024.03 | 34 | 64.5 | 77 | 229.2 | |
| IMRAM2023.12 | 33.1 | 57.6 | 68.1 | — | |
| VSRN2023.12 | 32.6 | 61.3 | 70.5 | — | |
| SGRAF2023.10 | 32.5 | 59.5 | 70 | — | |
| SAF2024.03 | 32.5 | 59.5 | 70 | 323.9 | |
| SGRAFBackbone=SGRAF2024.05 | 32.5 | 59.5 | 70 | 323.9 | |
| SAF2023.12 | 31.7 | 59.3 | 68.2 | — | |
| SCAN2023.12 | 30.5 | 55.3 | 65.3 | — | |
| SCAN2023.10 | 30.5 | 55.3 | 65.3 | — | |
| SCAN2024.03 | 30.5 | 55.3 | 65.3 | 295.7 | |
| IMRAM2024.03 | 27.8 | 52.4 | 60.9 | 283 | |
| SGR2024.03 | 14.5 | 35.5 | 48.9 | 196.6 | |
| SGR2023.12 | 11.3 | 29.7 | 39.6 | — | |
| SGRBackbone=SGR2024.05 | 11.3 | 29.7 | 39.6 | 165.4 | |
| SGR2024.03 | 11.3 | 29.7 | 39.6 | 165.4 |