Image-to-Text Retrieval on COCO (test)
76.2R@1Grounded Recaptioning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Grounded Recaptioning2024.12 | 76.2 | — | — | — | |
| CoMPGFLOPs=29.24±0.322026.04 | 75.96 | 92.54 | — | — | |
| MADTPGFLOPs=30.04±0.442026.04 | 74.38 | 91.5 | — | — | |
| TIPS2024.12 | 74 | — | — | — | |
| X-VLM2024.12 | 71.6 | — | — | — | |
| VeCLIP2024.12 | 67.8 | — | — | — | |
| GOAL fine-tuned with DOCCIBackbone=ViT-L/14, Zero-shot=true2025.03 | 66.5 | 86.04 | 96.76 | 98.62 | |
| SigLIPZero-shot=true2025.09 | 65.7 | — | — | — | |
| GOAL fine-tuned with DCIBackbone=ViT-L/14, Zero-shot=true2025.03 | 64.5 | 85.1 | 96.52 | 98.62 | |
| CoCa2024.12 | 63.8 | — | — | — | |
| Long-CLIPBackbone=ViT-L/14, Zero-shot=true2025.03 | 63.16 | 84.52 | 96.46 | 98.66 | |
| NegCLIPZero-shot=true2025.09 | 59.3 | — | — | — | |
| GOAL fine-tuned with DOCCIBackbone=ViT-B/16, Zero-shot=true2025.03 | 59.28 | 81.02 | 94.84 | 97.76 | |
| CLIP2024.12 | 58.4 | — | — | — | |
| GOAL fine-tuned with DCIBackbone=ViT-B/16, Zero-shot=true2025.03 | 57.78 | 80.62 | 94.9 | 98 | |
| CLIPBackbone=ViT-L/14, Zero-shot=true2025.03 | 57.68 | 80.2 | 94.58 | 97.84 | |
| Long-CLIP2024.12 | 57.6 | — | — | — | |
| DreamLIPZero-shot=true2025.09 | 57.6 | — | — | — | |
| Long-CLIPBackbone=ViT-B/16, Zero-shot=true2025.03 | 57.24 | 80.42 | 94.24 | 97.6 | |
| LongCLIPZero-shot=true2025.09 | 57.2 | — | — | — | |
| LSSZero-shot=true2025.09 | 57.2 | — | — | — | |
| CE-CLIPZero-shot=true2025.09 | 55.3 | — | — | — | |
| CLIPBackbone=ViT-B/16, Zero-shot=true2025.03 | 54.14 | 77.74 | 93.32 | 97.36 | |
| CLIPZero-shot=true2025.09 | 50.4 | — | — | — | |
| DACLLMZero-shot=true2025.09 | 33.7 | — | — | — | |
| DCIP1Zero-shot=true2025.09 | 20.5 | — | — | — |