Explanation Generation on ChartCheck 1.0 (test)
48.7ROUGE-1MEVER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MEVERSetting=retrieved evidence2026.02 | 48.7 | 27.2 | 16.8 | |
| ChartGemmaSetting=retrieved evidence2026.02 | 48 | 26.7 | 15.1 | |
| UniChartSetting=retrieved evidence2026.02 | 47.7 | 26.5 | 15.7 | |
| MEVER w/o imagesSetting=retrieved evidence2026.02 | 47.5 | 26.5 | 15.8 | |
| DePlot+FlanT5Setting=retrieved evidence2026.02 | 47.3 | 26.4 | 15.2 | |
| MochegModelSetting=retrieved evidence2026.02 | 47.1 | 26.6 | 15 | |
| ECENetSetting=retrieved evidence2026.02 | 46.9 | 26 | 15.1 | |
| JustiLMSetting=retrieved evidence2026.02 | 41.1 | 22.7 | 14.4 | |
| GPT-4oSetting=retrieved evidence2026.02 | 22.5 | 8.9 | 12.7 |