Text-to-Chart Retrieval on VisText L1 Caption
99.43R@5ChartFinder
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ChartFinderBackbone=Large2025.05 | 99.43 | 99.66 | 96.9 | 97.44 | |
| Long-CLIP-LBackbone=Large2025.05 | 98.07 | 99.09 | 95.21 | 96.15 | |
| ChartFinder-BBackbone=Base2025.05 | 97.85 | 98.75 | 95.17 | 96.05 | |
| Long-CLIP-BBackbone=Base2025.05 | 94.78 | 95.35 | 81.88 | 83.5 | |
| Jina-CLIP-v22025.05 | 90.93 | 94.67 | 84.85 | 87.23 | |
| CLIP2025.05 | 89.46 | 92.74 | 83.05 | 85.41 | |
| CLIP-DPR2025.05 | 88.1 | 90.93 | 80.59 | 83.14 | |
| VISTA2025.05 | 87.76 | 89.8 | 79.85 | 82.27 | |
| EVA-CLIP2025.05 | 87.07 | 89.68 | 78.5 | 81.26 | |
| CoCa2025.05 | 84.35 | 87.87 | 79.69 | 81.65 | |
| Univl-DR2025.05 | 81.75 | 86.62 | 71.57 | 75.22 | |
| MARVEL2025.05 | 66.55 | 72.79 | 55.61 | 59.73 |