Infographic Visual Question Answering on InfoQA
73.43ANLSEntropy-Gradient Grounding
Evaluation results
| Method | Links | |
|---|---|---|
| Entropy-Gradient GroundingTraining Approach=Training-free, VLM=Qwen 2.5 VL2026.04 | 73.43 | |
| Base modelTraining Approach=Training-free, VLM=Qwen 2.5 VL2026.04 | 69.02 | |
| Entropy-Gradient GroundingTraining Approach=Training-free, VLM=InternVL 3.52026.04 | 53.73 | |
| Base modelTraining Approach=Training-free, VLM=InternVL 3.52026.04 | 41.22 | |
| Entropy-Gradient GroundingTraining Approach=Training-free, VLM=LLaVA 1.62026.04 | 33.93 | |
| TEVA 7BTraining Approach=Training-based, VLM=TEVA2026.04 | 31.9 | |
| ViCropTraining Approach=Training-free, VLM=LLaVA 1.62026.04 | 28.18 | |
| Base modelTraining Approach=Training-free, VLM=LLaVA 1.62026.04 | 24.66 | |
| ViCropTraining Approach=Training-free, VLM=LLaVA 1.52026.04 | 23.26 | |
| Entropy-Gradient GroundingTraining Approach=Training-free, VLM=LLaVA 1.52026.04 | 22.33 | |
| Base modelTraining Approach=Training-free, VLM=LLaVA 1.52026.04 | 22.24 |