Document Question Answering on DocVQA (Score)
93.2ScoreQwen3-VL
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-VLScale=4B2026.05 | 93.2 | |
| Qwen3.5-VLScale=4B2026.05 | 92.3 | |
| VanillaBackbone=InternVL-2.5-8B, Token Reduction Rate=100%2026.04 | 91 | |
| Qwen3-VLScale=2B2026.05 | 90.9 | |
| InternVL3.5Scale=4B2026.05 | 89 | |
| DatologyScale=4B2026.05 | 88.9 | |
| Qwen3.5-VLScale=2B2026.05 | 87.7 | |
| DatologyScale=2B2026.05 | 85.1 | |
| InternVL3.5Scale=2B2026.05 | 84.9 | |
| InternVL3Scale=2B2026.05 | 84.1 | |
| MAmmoTH-VLScale=4B2026.05 | 83.7 | |
| DatologyScale=1B2026.05 | 80.8 | |
| MAmmoTH-VLScale=2B2026.05 | 80.5 | |
| DivPruneBackbone=InternVL-2.5-8B, Token Reduction Rate=25%2026.04 | 73.88 | |
| MAmmoTH-VLScale=1B2026.05 | 72.9 | |
| DASHBackbone=InternVL-2.5-8B, Token Reduction Rate=25%2026.04 | 72.18 | |
| FastVBackbone=InternVL-2.5-8B, Token Reduction Rate=25%2026.04 | 71.26 | |
| DARTBackbone=InternVL-2.5-8B, Token Reduction Rate=25%2026.04 | 52.99 |