Chart Understanding on ChartX (RQ, DQ)
53.5RQFULL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FULLModel=LLaVA-OneVision-1.5 (4B), Selection Ratio=100%2026.05 | 53.5 | 73.6 | |
| RANDOMModel=LLaVA-OneVision-1.5 (4B), Selection Ratio=20%2026.05 | 52 | 72.2 | |
| Honeybee-Remake-SEED-200KModel=Qwen3-VL (4B), Selection Ratio=20%2026.05 | 51.5 | 76.9 | |
| FULLModel=Qwen3-VL (4B), Selection Ratio=100%2026.05 | 50.8 | 75.8 | |
| Honeybee-Remake-SEED-200KModel=LLaVA-OneVision-1.5 (4B), Selection Ratio=20%2026.05 | 48.5 | 75 | |
| RANDOMModel=Qwen3-VL (4B), Selection Ratio=20%2026.05 | 47.3 | 74.8 | |
| BASEModel=Qwen3-VL (4B), Selection Ratio=0%2026.05 | 41.2 | 80.7 | |
| BASEModel=LLaVA-OneVision-1.5 (4B), Selection Ratio=0%2026.05 | 37.7 | 67.8 |