Text-to-Chart Retrieval on Chart-to-Text (test)
99.86R@5ChartFinder
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ChartFinderBackbone=Long-CLIP, Size=Large2025.05 | 99.86 | 99.86 | 98.41 | 98.8 | |
| Long-CLIP-LBackbone=Long-CLIP, Size=Large2025.05 | 99.35 | 99.78 | 97.06 | 97.75 | |
| ChartFinder-BBackbone=Long-CLIP, Size=Base2025.05 | 99.07 | 99.43 | 96.89 | 97.53 | |
| Long-CLIP-BBackbone=Long-CLIP, Size=Base2025.05 | 98.28 | 98.85 | 94.18 | 95.35 | |
| CLIP2025.05 | 88.16 | 92.03 | 80.25 | 83.11 | |
| CoCa2025.05 | 83.92 | 87.65 | 74.49 | 77.92 | |
| Jina-CLIP-v22025.05 | 83.78 | 88.23 | 73.51 | 77.08 | |
| EVA-CLIP2025.05 | 83.42 | 87.8 | 74.73 | 77.9 | |
| CLIP-DPR2025.05 | 82.56 | 85.86 | 73.09 | 76.21 | |
| VISTA2025.05 | 68.46 | 73.2 | 58.94 | 62.39 | |
| Univl-DR2025.05 | 67.91 | 73.08 | 57.6 | 61.35 | |
| MARVEL2025.05 | 38.19 | 46.3 | 28.97 | 33.08 |