Infographic Question Answering on InfographicVQA
56.84Overall ScoreOptMerge
Evaluation results
| Method | Links | |
|---|---|---|
| OptMergeBackbone=InternVL2.5-VL-1B2025.05 | 56.84 | |
| VGR-7BDownSample=2×2 | 2×2, #Vtoken=3024, LLM=Vicuna-7B2025.06 | 42.9 | |
| Individual OCRBackbone=InternVL2.5-VL-1B2025.05 | 41.97 | |
| VGR-7BDownSample=2×2 | 4×4, #Vtoken=864, LLM=Vicuna-7B2025.06 | 39.8 | |
| Individual VQABackbone=InternVL2.5-VL-1B2025.05 | 39.07 | |
| LLaVA-NeXT-7BDownSample=No, #Vtoken=2880, LLM=Vicuna-7B2025.06 | 37.1 | |
| LLaVA-NeXT-7B†DownSample=2×2 | 4×4, #Vtoken=864, LLM=Vicuna-7B2025.06 | 34.7 | |
| Individual GroundingBackbone=InternVL2.5-VL-1B2025.05 | 33.82 | |
| Individual GeometryBackbone=InternVL2.5-VL-1B2025.05 | 29.79 | |
| Individual ChartBackbone=InternVL2.5-VL-1B2025.05 | 26.02 | |
| LLaVA-v1.5-7BDownSample=No, #Vtoken=576, LLM=Vicuna-7B2025.06 | 25.8 |