Optical Character Recognition on OCR
64.03Average ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursModel=Qwen2.5-VL2026.04 | 64.03 | 67.9 | |
| Grid-SearchModel=Qwen2.5-VL2026.04 | 63.11 | 66.5 | |
| Fixed-AmpModel=Qwen2.5-VL2026.04 | 62.91 | 66.2 | |
| Ours w/o KLModel=Qwen2.5-VL2026.04 | 62.81 | 66.1 | |
| BaseModel=Qwen2.5-VL2026.04 | 62.59 | 65.8 | |
| RandNeuronModel=Qwen2.5-VL2026.04 | 62.53 | 65.6 | |
| OursModel=LLaVA-1.52026.04 | 59.46 | 60.19 | |
| Grid-SearchModel=LLaVA-1.52026.04 | 58.7 | 59.44 | |
| Ours w/o KLModel=LLaVA-1.52026.04 | 57.8 | 57.9 | |
| Fixed-AmpModel=LLaVA-1.52026.04 | 57.73 | 58.2 | |
| BaseModel=LLaVA-1.52026.04 | 57.23 | 57.6 | |
| RandNeuronModel=LLaVA-1.52026.04 | 57.18 | 57.35 | |
| Ours w/o MaskingLLM=Qwen2-7B2025.12 | 37 | — | |
| LLaVALLM=Qwen2-7B2025.12 | 36.9 | — | |
| Ours w/o MaskingLLM=Vicuna-7B2025.12 | 36.3 | — | |
| JARVISLLM=Qwen2-7B2025.12 | 36.3 | — | |
| LLaVALLM=Vicuna-7B2025.12 | 36.2 | — | |
| JARVISLLM=Vicuna-7B2025.12 | 36.2 | — | |
| VIRALLLM=Qwen2-7B2025.12 | 36.1 | — | |
| VIRALLLM=Vicuna-7B2025.12 | 36 | — |