Text-to-Image Retrieval on KAIST (test)
0.084Recall@1T-CLIP
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| T-CLIPGranularity=Dual2026.05 | 0.084 | 0.264 | 0.386 | 0.58 | 0.74 | 0.87 | |
| T-CLIPGranularity=Global2026.05 | 0.078 | 0.242 | 0.359 | 0.554 | 0.71 | 0.843 | |
| Global LoRAGranularity=Global2026.05 | 0.069 | 0.221 | 0.331 | 0.521 | 0.679 | 0.822 | |
| DeCLIPGranularity=Global2026.05 | 0.041 | 0.133 | 0.209 | 0.357 | 0.496 | 0.65 | |
| CLIP-AdapterGranularity=Global2026.05 | 0.02 | 0.07 | 0.119 | 0.234 | 0.36 | 0.538 | |
| F-G LoRAGranularity=Fine-grained2026.05 | 0.019 | 0.079 | 0.139 | 0.26 | 0.4 | 0.582 | |
| DeCLIPGranularity=Fine-grained2026.05 | 0.014 | 0.056 | 0.094 | 0.175 | 0.285 | 0.439 | |
| T-CLIPGranularity=Fine-grained2026.05 | 0.012 | 0.048 | 0.084 | 0.157 | 0.255 | 0.394 | |
| CLIP-AdapterGranularity=Fine-grained2026.05 | 0.01 | 0.046 | 0.082 | 0.166 | 0.281 | 0.445 | |
| CLIPGranularity=Global2026.05 | 0.002 | 0.013 | 0.027 | 0.048 | 0.08 | 0.135 | |
| CLIPGranularity=Fine-grained2026.05 | 0.001 | 0.007 | 0.014 | 0.03 | 0.048 | 0.088 |