Visual Attribution on ChartVA - AITQA Bar Charts
79.86PrecisionChartLens
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ChartLensbase_mllm=ChatGPT-4o2025.05 | 79.86 | 61.17 | 69.28 | |
| ChartLensbase_mllm=ChatGPT-4o2025.05 | 74.51 | 56.3 | 64.14 | |
| ChatGPT4omode=zero-shot2025.05 | 22.33 | 23.23 | 22.77 | |
| ChatGPT4omode=zero-shot2025.05 | 8.13 | 7.41 | 7.75 | |
| KOSMOS2checkpoint=microsoft/kosmos-2-patch14-222025.05 | 3.31 | 2.96 | 3.13 | |
| LISAcheckpoint=xinlai/LISA-13B-llama2-v1, quantization=8-bit2025.05 | 0.83 | 29.29 | 1.62 | |
| LISAcheckpoint=xinlai/LISA-13B-llama2-v1, quantization=8-bit2025.05 | 0.52 | 30.37 | 1.01 | |
| KOSMOS2checkpoint=microsoft/kosmos-2-patch14-222025.05 | 0.51 | 0.51 | 0.51 |