Reasoning on Cars
94.18CorrectnessVILA-LLM-LoRA
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VILA-LLM-LoRA2026.02 | 94.18 | 0.01 | 0.02 | 0.02 | 1.85 | -0.89 | |
| CRAFT2026.02 | 92.68 | 41.98 | 1.99 | 1.6 | 2.81 | 2.19 | |
| VILA-LDIFS2026.02 | 86.89 | 10.32 | 0.01 | 0.01 | 1.85 | -0.91 | |
| VILA-7B2026.02 | 80.15 | 46.18 | 1.55 | 1.29 | 2.88 | 1.4 | |
| VILA-Projector FT2026.02 | 76.68 | 21.98 | 0.62 | 0.51 | 2.12 | 0.07 | |
| VILA-U-7B2026.02 | 74.85 | 38.34 | 1.71 | 1.54 | 2.6 | 1.95 |