Sentence Retrieval on Flickr30K 1K (test)
418.5R SumSCO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCOImage Representation=grid-based, Ensemble=true2024.04 | 418.5 | — | — | — | |
| CRGNImage Representation=region- and grid-based, Ensemble=false2024.04 | 469.8 | — | — | — | |
| IMRAMImage Representation=region-based, Ensemble=true2024.04 | 484.2 | — | — | — | |
| MLSLImage Representation=region- and grid-based, Ensemble=false2024.04 | 494.2 | — | — | — | |
| RAANImage Representation=region- and grid-based, Ensemble=true2024.04 | 495.5 | — | — | — | |
| CMCANImage Representation=region- and grid-based, Ensemble=false2024.04 | 507.8 | — | — | — | |
| VSRN++Image Representation=region-based, Ensemble=true2024.04 | 508.9 | — | — | — | |
| KIDRRImage Representation=region-based, Ensemble=true2024.04 | 509.2 | — | — | — | |
| RCTRNImage Representation=region-based, Ensemble=true2024.04 | 509.6 | — | — | — | |
| NAAFImage Representation=region-based, Ensemble=true2024.04 | 513.2 | — | — | — | |
| VSE∞Image Representation=region-based, Ensemble=false2024.04 | 513.5 | — | — | — | |
| EKDMImage Representation=region-based, Ensemble=true2024.04 | 515.7 | — | — | — | |
| HGANImage Representation=region- and grid-based, Ensemble=false2024.04 | 518.3 | — | — | — | |
| CHANImage Representation=region-based, Ensemble=false2024.04 | 518.5 | — | — | — | |
| DIMEImage Representation=region-based, Ensemble=true2024.04 | 520 | — | — | — | |
| CMSEIImage Representation=region-based, Ensemble=true2024.04 | 521.3 | — | — | — | |
| 3SHNetImage Representation=region-based, Ensemble=false2024.04 | 521.4 | — | — | — | |
| VSE∞Image Representation=grid-based, Ensemble=false2024.04 | 522.3 | — | — | — | |
| AMEImage Representation=region-based, Ensemble=true2024.04 | 522.8 | — | — | — | |
| 3SHNetImage Representation=grid-based, Ensemble=false2024.04 | 525.5 | — | — | — | |
| 3SHNetImage Representation=region-based, Ensemble=true2024.04 | 527.8 | — | — | — | |
| 3SHNetImage Representation=grid-based, Ensemble=true2024.04 | 531.3 | — | — | — | |
| Imp.Image Representation=region- and grid-based, Ensemble=true2024.04 | 531.6 | — | — | — | |
| VSE∞Image Representation=region- and grid-based, Ensemble=false2024.04 | 532 | — | — | — | |
| 3SHNetImage Representation=region- and grid-based, Ensemble=false2024.04 | 535.6 | — | — | — | |
| 3SHNetImage Representation=region- and grid-based, Ensemble=true2024.04 | 539.7 | — | — | — | |
| CAANBackbone=ResNet-101 BUTD [5]2023.03 | — | 70.1 | 91.6 | 97.2 | |
| GPOBackbone=ResNet-101 BUTD [5], Warm-up=true, Text Size Augmentation=true2023.03 | — | 78 | 94.6 | 97.8 | |
| GPOBackbone=ResNet-101 BUTD [5], Warm-up=true, Text Size Augmentation=true, Ensemble=true, High Resolution Input=true2023.03 | — | 80.7 | 96.4 | 98.3 | |
| GSMNBackbone=ResNet-101 BUTD [5]2023.03 | — | 76.4 | 94.3 | 97.3 | |
| IMRAMBackbone=ResNet-101 BUTD [5]2023.03 | — | 74.1 | 93 | 96.6 | |
| MMCABackbone=ResNet-101 BUTD [5]2023.03 | — | 74.2 | 92.8 | 96.4 | |
| RCARBackbone=ResNet-101 BUTD [5], Model Variant=T2I2023.03 | — | 77.8 | 93.6 | 96.9 | |
| RCARBackbone=ResNet-101 BUTD [5], Model Variant=I2T2023.03 | — | 74.7 | 93 | 97.1 | |
| RCARBackbone=ResNet-101 BUTD [5], Model Variant=All2023.03 | — | 78.7 | 94.6 | 97.6 | |
| RCARBackbone=ResNet-101 BUTD [5], Warm-up=true, Text Size Augmentation=true, Model Variant=T2I2023.03 | — | 79.7 | 95 | 97.4 | |
| RCARBackbone=ResNet-101 BUTD [5], Warm-up=true, Text Size Augmentation=true, Model Variant=I2T2023.03 | — | 76.9 | 95.5 | 98 | |
| RCARBackbone=ResNet-101 BUTD [5], Warm-up=true, Text Size Augmentation=true, Model Variant=All2023.03 | — | 82.3 | 96 | 98.4 | |
| SCANBackbone=ResNet-101 BUTD [5], Warm-up=false2023.03 | — | 67.4 | 90.3 | 95.8 | |
| SCANBackbone=ResNet-101 BUTD [5], Warm-up=true, Text Size Augmentation=true2023.03 | — | 72.2 | 92.4 | 96.5 | |
| SGRAFBackbone=ResNet-101 BUTD [5]2023.03 | — | 77.8 | 94.1 | 97.4 | |
| SHANBackbone=ResNet-101 BUTD [5]2023.03 | — | 74.6 | 93.5 | 96.9 | |
| VSRNBackbone=ResNet-101 BUTD [5]2023.03 | — | 71.3 | 90.6 | 96 | |
| WCGLBackbone=ResNet-101 BUTD [5]2023.03 | — | 74.8 | 93.3 | 96.8 |