Text-to-Image Retrieval on MS-COCO 1K (5-folds) (test)
71.8R@13SHNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| 3SHNetType=Region + Grid, Ensemble=true2024.04 | 71.8 | 93.7 | 97.4 | 545.7 | |
| 3SHNetType=Region + Grid, Ensemble=false2024.04 | 71.2 | 93.5 | 97.2 | 543.7 | |
| 3SHNetType=Grid, Ensemble=true2024.04 | 70.6 | 93.3 | 97.1 | 542.5 | |
| 3SHNetType=Grid, Ensemble=false2024.04 | 69.8 | 92.7 | 96.8 | 538.9 | |
| 3SHNetType=Region, Ensemble=true2024.04 | 69.7 | 93.1 | 97 | 540.5 | |
| VSE∞Type=Region + Grid, Ensemble=false, Segmentation features=true2024.04 | 68.9 | 93 | 97.2 | 539.3 | |
| 3SHNetType=Region, Ensemble=false2024.04 | 68.7 | 92.4 | 96.6 | 537.3 | |
| EKDMType=Region, Ensemble=true2024.04 | 68.5 | 93.5 | 97.6 | 537.1 | |
| Imp.Type=Region + Grid, Ensemble=true2024.04 | 68.4 | 92.8 | 97.5 | 539.2 | |
| VSE∞Type=Region + Grid, Ensemble=false2024.04 | 68.1 | 92.9 | 97.2 | 537.4 | |
| HGANType=Region + Grid, Ensemble=false2024.04 | 67.4 | 92.2 | 96.6 | 533.2 | |
| RCTRNType=Region, Ensemble=true2024.04 | 66.9 | 92.2 | 96.8 | 530.2 | |
| CHANType=Region, Ensemble=false2024.04 | 66.5 | 92.1 | 96.7 | 532.6 | |
| VSE∞Type=Grid, Ensemble=false2024.04 | 66.4 | 91.1 | 95.5 | 531.6 | |
| DCINType=Region, Ensemble=true2024.04 | 66.1 | 92.1 | 96.6 | 532 | |
| MKTLONType=Region, Ensemble=true2024.04 | 66.1 | 91.6 | 96.6 | 531.5 | |
| CMSEIType=Region, Ensemble=true2024.04 | 65.8 | 91.8 | 96.8 | 531.1 | |
| AMEType=Region, Ensemble=true2024.04 | 65.4 | 91.2 | 96.1 | 527.7 | |
| CMCANType=Region + Grid, Ensemble=false2024.04 | 65.4 | 91 | 96.2 | 529.3 | |
| KIDRRType=Region, Ensemble=true2024.04 | 65 | 91.1 | 96.1 | 528.6 | |
| VSE∞Type=Region, Ensemble=false2024.04 | 64.8 | 91.4 | 96.3 | 527.5 | |
| DIMEType=Region, Ensemble=true2024.04 | 64.8 | 91.5 | 96.5 | 526.6 | |
| VSRN++Type=Region, Ensemble=true2024.04 | 64.1 | 91 | 96.1 | 523.6 | |
| NAAFType=Region, Ensemble=true2024.04 | 64.1 | 90.7 | 96.5 | 527.2 | |
| MLSLType=Region + Grid, Ensemble=false2024.04 | 63.8 | 90.1 | 95.9 | 521.8 | |
| RAANType=Region + Grid, Ensemble=true2024.04 | 61.8 | 89.5 | 95.8 | 518.6 | |
| IMRAMType=Region, Ensemble=true2024.04 | 61.7 | 89.1 | 95 | 516.6 | |
| CRGNType=Region + Grid, Ensemble=false2024.04 | 60.1 | 88.9 | 94.5 | 511.4 | |
| SCOType=Grid, Ensemble=false2024.04 | 56.7 | 87.5 | 94.8 | 499.3 |