Financial Multimodal Reasoning on FinMME
49.64AccuracyQwen2.5-VL
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen2.5-VLParameter Scale=72B2025.12 | 49.64 | |
| Qwen2-VLParameter Scale=72B2025.12 | 37.11 | |
| SYNDATAModel=Qwen3-VL-4B, Data Size=40002026.05 | 36.96 | |
| DeepSeekVL-2 Small2025.12 | 34.14 | |
| Qwen2-VLParameter Scale=7B2025.12 | 34.14 | |
| SYNDATAModel=Qwen3-VL-4B, Data Size=10002026.05 | 33.81 | |
| SYNDATAModel=Qwen3-VL-4B, Data Size=20002026.05 | 33.46 | |
| Qwen2.5 VL-7B + PHMCompression Method=PHM, Parameter Scale=5.38B2025.12 | 33.1 | |
| Qwen2.5-VLParameter Scale=3B2025.12 | 32.53 | |
| SYNDATAModel=Qwen2.5-VL-7B, Data Size=40002026.05 | 32.47 | |
| LLaVA-1.5-7B + PHMCompression Method=PHM, Parameter Scale=5.15B2025.12 | 28.5 | |
| Base ModelModel=Qwen3-VL-4B, Data Size=-2026.05 | 27.65 | |
| SYNDATAModel=Qwen2.5-VL-7B, Data Size=20002026.05 | 26.98 | |
| InstructBLIPBackbone=Vicuna-13B2025.12 | 26.21 | |
| SYNDATAModel=Qwen2.5-VL-7B, Data Size=10002026.05 | 24.9 | |
| InstructBLIPBackbone=Vicuna-7B2025.12 | 24.5 | |
| InstructBLIP + PHMCompression Method=PHM, Parameter Scale=5.45B2025.12 | 21.5 | |
| Base ModelModel=Qwen2.5-VL-7B, Data Size=-2026.05 | 16.41 |