Visual Attribution on ChartQA ChartVA-Eval, Pie Charts
53.33PrecisionChartLens
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChartLensBase MLLM=ChatGPT-4o2025.05 | 53.33 | 44.57 | 48.56 | |
| KOSMOS2Checkpoint=microsoft/kosmos-2-patch14-222025.05 | 20.18 | 8.24 | 11.7 | |
| Zero-shot ChatGPT4oMode=Zero-shot2025.05 | 8.94 | 5.99 | 7.17 | |
| LISACheckpoint=xinlai/LISA-13B-llama2-v1, Quantization=8-bit, Precision=mixed-precision (fp16)2025.05 | 1.32 | 13.86 | 2.41 |