Diagram Reasoning on AI2D
83.44ScoreMODIX
Evaluation results
| Method | Links | |
|---|---|---|
| MODIXSize=8B, Backbone=Qwen3-VL2026.04 | 83.44 | |
| MODIXSize=8B, Backbone=InternVL3.52026.04 | 81.38 | |
| Qwen3-VLSize=8B, Configuration=Baseline2026.04 | 78.59 | |
| InternVL3.5Size=8B, Configuration=Baseline2026.04 | 78.14 | |
| Pre-trainedTrainable Params=02026.03 | 76 | |
| MODIXSize=3B, Backbone=LFM2-VL2026.04 | 75.36 | |
| IADA +LoRATrainable Params=7.7M2026.03 | 75.3 | |
| AttnRes+LoRATrainable Params=7.7M2026.03 | 74 | |
| MODIXSize=2B, Backbone=Qwen3-VL2026.04 | 72.96 | |
| MODIXSize=2B, Backbone=InternVL3.52026.04 | 72.44 | |
| LFM2-VLSize=3B, Configuration=Baseline2026.04 | 72.33 | |
| InternVL3.5Size=2B, Configuration=Baseline2026.04 | 70.91 | |
| LoRA-onlyTrainable Params=7.6M2026.03 | 70.2 | |
| Qwen3-VLSize=2B, Configuration=Baseline2026.04 | 67.2 | |
| MODIXSize=1.6B, Backbone=LFM2-VL2026.04 | 56.54 | |
| LFM2-VLSize=1.6B, Configuration=Baseline2026.04 | 52.1 |