Document and chart understanding on ChartQA (test)
89.5AccuracyQwen2.5-VL-72B
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen2.5-VL-72BParameters=72B2025.07 | 89.5 | |
| InternVL3.5-20B-A4BModel=InternVL3.5-20B-A4B2026.05 | 87 | |
| InternVL3.5-4BModel=InternVL3.5-4B2026.05 | 86.4 | |
| Molmo2-4BModel=Molmo2-4B2026.05 | 86.1 | |
| TreeVGR-7BParameters=7B2025.07 | 85.8 | |
| Qwen2.5-VL-7BParameters=7B2025.07 | 85.6 | |
| PLM-3BModel=PLM-3B2026.05 | 85.1 | |
| DeepSeek-VL2-16B-A2.4BModel=DeepSeek-VL2-16B-A2.4B2026.05 | 84.6 | |
| Qwen2.5-VL-3BModel=Qwen2.5-VL-3B2026.05 | 83.2 | |
| Qwen3.5-4BModel=Qwen3.5-4B2026.05 | 82.4 | |
| ZAYA1-VL-8B-A1BModel=ZAYA1-VL-8B-A1B2026.05 | 82.2 | |
| Qwen3-VL-4BModel=Qwen3-VL-4B2026.05 | 81.8 | |
| InternVL3.5-2BModel=InternVL3.5-2B2026.05 | 81.6 | |
| Qwen3-VL-2BModel=Qwen3-VL-2B2026.05 | 78.7 | |
| Qwen3.5-2BModel=Qwen3.5-2B2026.05 | 78.4 | |
| MolmoE-8B-A1BModel=MolmoE-8B-A1B2026.05 | 77.9 | |
| MRoPE-IPositional Encoding Method=MRoPE-I, DIPE Enhancement=+DIPE2026.03 | 47.6 | |
| Vanilla RoPEPositional Encoding Method=Vanilla RoPE, DIPE Enhancement=+DIPE2026.03 | 46.4 | |
| MRoPEPositional Encoding Method=MRoPE, DIPE Enhancement=+DIPE2026.03 | 45.16 | |
| MRoPE-IPositional Encoding Method=MRoPE-I, DIPE Enhancement=Base2026.03 | 44.92 | |
| Vanilla RoPEPositional Encoding Method=Vanilla RoPE, DIPE Enhancement=Base2026.03 | 44.2 | |
| MRoPEPositional Encoding Method=MRoPE, DIPE Enhancement=Base2026.03 | 40.44 |