Image Retrieval on Flickr30K 1K
84.9R@1ALIGN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ALIGN#Img=1.2B, fine-tuned=true2023.04 | 84.9 | 97.4 | 98.6 | |
| SoftMask++#Img=4M, fine-tuned=true2023.04 | 84.6 | 96.8 | 98.5 | |
| TCL#Img=4M, fine-tuned=true2023.04 | 84 | 96.7 | 98.5 | |
| CODIS#Img=4M, fine-tuned=true2023.04 | 83.3 | 96.1 | 97.8 | |
| ALBEF#Img=4M, fine-tuned=true2023.04 | 82.8 | 96.7 | 98.4 | |
| InternVL3-8BEvaluation Protocol=Zero-shot, Tuning Strategy=SLQ2026.04 | 80.9 | 94.9 | 97.1 | |
| VILLA#Img=4M, fine-tuned=true2023.04 | 76.3 | 94.2 | 96.8 | |
| UNITER#Img=4M, fine-tuned=true2023.04 | 75.6 | 94.1 | 96.8 | |
| UNIMO#Img=4M, fine-tuned=true2023.04 | 74.7 | 93.5 | 96.1 | |
| SOHO#Img=200K, fine-tuned=true2023.04 | 72.5 | 92.7 | 96.1 | |
| InternVL3-8BEvaluation Protocol=Zero-shot, Tuning Strategy=LoRA2026.04 | 69 | 88.7 | 93.8 | |
| E5-V-7BEvaluation Protocol=Zero-shot2026.04 | 67.8 | 89.2 | 93.6 | |
| InternVL3-8BEvaluation Protocol=Zero-shot, Tuning Strategy=Full FT2026.04 | 64.9 | 86.5 | 91.7 | |
| InternVL3-1BEvaluation Protocol=Zero-shot, Tuning Strategy=SLQ2026.04 | 64.8 | 87.3 | 92.2 | |
| ViLT#Img=4M, fine-tuned=true2023.04 | 64.4 | 88.7 | 93.8 | |
| InternVL3-1BEvaluation Protocol=Zero-shot, Tuning Strategy=Full FT2026.04 | 61.2 | 84.3 | 89.7 | |
| InternVL3-1BEvaluation Protocol=Zero-shot, Tuning Strategy=LoRA2026.04 | 60.4 | 84.6 | 90.2 | |
| CYCLIPEvaluation Protocol=Fine-tuned2022.05 | 47.3 | 76.6 | 85.4 | |
| CLIPEvaluation Protocol=Fine-tuned2022.05 | 46.3 | 74.7 | 83.6 | |
| CYCLIPEvaluation Protocol=Zero-shot2022.05 | 30.9 | 57.8 | 69.1 | |
| CLIPEvaluation Protocol=Zero-shot2022.05 | 29.9 | 57.2 | 68 |