Text-to-Chart Retrieval on CRBench Fuzzy Query
41.98R@1ChartFinder
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ChartFinder#Param=427M2025.05 | 41.98 | 75.57 | 80.15 | 55.31 | 61.4 | |
| Long-CLIP-L#Param=427M2025.05 | 38.93 | 67.18 | 74.81 | 50.99 | 56.77 | |
| ChartFinder-B#Param=149M2025.05 | 29.77 | 50.38 | 61.83 | 38.96 | 44.41 | |
| Long-CLIP-B#Param=149M2025.05 | 22.9 | 40.46 | 51.91 | 30.29 | 35.33 | |
| CLIP#Param=151M2025.05 | 10.69 | 21.37 | 25.95 | 15.69 | 18.15 | |
| VISTA#Param=196M2025.05 | 9.16 | 19.08 | 24.43 | 13.16 | 15.8 | |
| CLIP-DPR#Param=151M2025.05 | 5.34 | 13.74 | 16.79 | 8.51 | 10.48 | |
| Univl-DR#Param=151M2025.05 | 3.82 | 10.69 | 14.5 | 6.9 | 8.7 | |
| EVA-CLIP#Param=149M2025.05 | 3.05 | 9.92 | 13.74 | 6.4 | 8.14 | |
| CoCa#Param=151M2025.05 | 3.05 | 8.4 | 9.92 | 5.19 | 6.33 | |
| Jina-CLIP-v2#Param=865M2025.05 | 3.05 | 10.69 | 14.5 | 5.84 | 7.87 | |
| MARVEL#Param=310M2025.05 | 0 | 0.76 | 1.53 | 0.46 | 2.23 |