Reasoning on VQA-RAD
47.34CorrectnessCRAFT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CRAFT2026.02 | 47.34 | 75.98 | 2.95 | 1.99 | 3.47 | 3.21 | |
| VILA-LDIFS2026.02 | 46.31 | 24.35 | 0.69 | 0.4 | 2.66 | -0.24 | |
| VILA-Projector FT2026.02 | 44.89 | 4.01 | 0.28 | 0.22 | 2.21 | -0.61 | |
| VILA-LLM-LoRA2026.02 | 44.65 | 6.34 | 0.26 | 0.25 | 2.97 | -0.98 | |
| VILA-7B2026.02 | 42.99 | 82.34 | 3.08 | 1.79 | 3.41 | 3.17 | |
| VILA-U-7B2026.02 | 33.34 | 38.31 | 1.44 | 1.08 | 3.03 | 1.01 |