OCR-sensitive Reasoning on OCRBench
845ScoreFull Model
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Full ModelBackbone=Qwen2-VL-7B, Sparsity Ratio=0%2026.04 | 845 | 100 | |
| TopoVLMBackbone=Qwen2-VL-7B, Sparsity Ratio=50%2026.04 | 831 | 95.4 | |
| TAMPBackbone=Qwen2-VL-7B, Sparsity Ratio=50%2026.04 | 812 | 93.2 | |
| LLM-StreamlineBackbone=Qwen2-VL-7B, Sparsity Ratio=50%2026.04 | 789 | 91.2 | |
| ECoFLaPBackbone=Qwen2-VL-7B, Sparsity Ratio=50%2026.04 | 782 | 90.5 | |
| SparseGPTBackbone=Qwen2-VL-7B, Sparsity Ratio=50%2026.04 | 778 | 90.1 | |
| WandaBackbone=Qwen2-VL-7B, Sparsity Ratio=50%2026.04 | 765 | 89.3 | |
| OWLBackbone=Qwen2-VL-7B, Sparsity Ratio=50%2026.04 | 758 | 88.4 | |
| LLM-PrunerBackbone=Qwen2-VL-7B, Sparsity Ratio=50%2026.04 | 756 | 88.6 |