Image-to-Sentence Retrieval on MS-COCO 1K (5-folds) (test)
85.8Recall@13SHNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| 3SHNetType=Region + Grid, Ensemble=true2024.04 | 85.8 | 97.7 | 99.3 | 545.7 | |
| 3SHNetType=Region + Grid, Ensemble=false2024.04 | 85 | 97.7 | 99.2 | 543.7 | |
| 3SHNetType=Grid, Ensemble=true2024.04 | 84.5 | 97.7 | 99.3 | 542.5 | |
| 3SHNetType=Region, Ensemble=true2024.04 | 84.3 | 97.3 | 99.1 | 540.5 | |
| Imp.Type=Region + Grid, Ensemble=true2024.04 | 83.7 | 97.7 | 99.1 | 539.2 | |
| 3SHNetType=Region, Ensemble=false2024.04 | 83.1 | 97.2 | 99.3 | 537.3 | |
| 3SHNetType=Grid, Ensemble=false2024.04 | 83.1 | 97.5 | 99.1 | 538.9 | |
| VSE∞Type=Region + Grid, Ensemble=false, Segmentation features=true2024.04 | 83.1 | 97.6 | 99.5 | 539.3 | |
| VSE∞Type=Region + Grid, Ensemble=false2024.04 | 82.2 | 97.5 | 99.5 | 537.4 | |
| MKTLONType=Region, Ensemble=true2024.04 | 81.8 | 96.6 | 98.8 | 531.5 | |
| CMSEIType=Region, Ensemble=true2024.04 | 81.4 | 96.6 | 98.8 | 531.1 | |
| CHANType=Region, Ensemble=false2024.04 | 81.4 | 96.9 | 98.9 | 532.6 | |
| DCINType=Region, Ensemble=true2024.04 | 81.4 | 96.8 | 99 | 532 | |
| EKDMType=Region, Ensemble=true2024.04 | 81.4 | 96.7 | 99.4 | 537.1 | |
| CMCANType=Region + Grid, Ensemble=false2024.04 | 81.2 | 96.8 | 98.7 | 529.3 | |
| HGANType=Region + Grid, Ensemble=false2024.04 | 81.1 | 96.9 | 99 | 533.2 | |
| KIDRRType=Region, Ensemble=true2024.04 | 80.9 | 96.5 | 99 | 528.6 | |
| NAAFType=Region, Ensemble=true2024.04 | 80.5 | 96.5 | 98.8 | 527.2 | |
| VSE∞Type=Grid, Ensemble=false2024.04 | 80.4 | 96.8 | 99.1 | 531.6 | |
| VSE∞Type=Region, Ensemble=false2024.04 | 79.7 | 96.4 | 98.9 | 527.5 | |
| AMEType=Region, Ensemble=true2024.04 | 79.4 | 96.7 | 98.9 | 527.7 | |
| RCTRNType=Region, Ensemble=true2024.04 | 79.4 | 96.6 | 98.3 | 530.2 | |
| DIMEType=Region, Ensemble=true2024.04 | 78.8 | 96.3 | 98.7 | 526.6 | |
| VSRN++Type=Region, Ensemble=true2024.04 | 77.9 | 96 | 98.5 | 523.6 | |
| MLSLType=Region + Grid, Ensemble=false2024.04 | 77.1 | 96.3 | 98.6 | 521.8 | |
| RAANType=Region + Grid, Ensemble=true2024.04 | 76.8 | 96.4 | 98.3 | 518.6 | |
| IMRAMType=Region, Ensemble=true2024.04 | 76.7 | 95.6 | 98.5 | 516.6 | |
| CRGNType=Region + Grid, Ensemble=false2024.04 | 73.8 | 95.6 | 98.5 | 511.4 | |
| SCOType=Grid, Ensemble=false2024.04 | 69.9 | 92.9 | 97.5 | 499.3 |