Text-to-Chart Retrieval on VisText L2+L3 Caption
0.8458R@5ChartFinder
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ChartFinderBackbone=Large2025.05 | 0.8458 | 0.8912 | 0.752 | 0.7878 | |
| Long-CLIP-LBackbone=Large2025.05 | 0.8299 | 0.8866 | 0.7343 | 0.7709 | |
| ChartFinder-BBackbone=Base2025.05 | 0.7948 | 0.8401 | 0.6964 | 0.7311 | |
| Long-CLIP-BBackbone=Base2025.05 | 0.7812 | 0.8345 | 0.6799 | 0.7173 | |
| Jina-CLIP-v22025.05 | 0.7449 | 0.805 | 0.6272 | 0.6701 | |
| CLIP2025.05 | 0.6825 | 0.7483 | 0.5681 | 0.6114 | |
| CLIP-DPR2025.05 | 0.6474 | 0.7211 | 0.5351 | 0.5797 | |
| VISTA2025.05 | 0.6395 | 0.7086 | 0.3761 | 0.418 | |
| CoCa2025.05 | 0.5896 | 0.6644 | 0.5054 | 0.543 | |
| Univl-DR2025.05 | 0.5283 | 0.6077 | 0.4261 | 0.4693 | |
| EVA-CLIP2025.05 | 0.4943 | 0.5726 | 0.3939 | 0.4364 | |
| MARVEL2025.05 | 0.398 | 0.4864 | 0.3125 | 0.3537 |