Reasoning on Dogs
88.02CorrectnessVILA-LLM-LoRA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VILA-LLM-LoRA2026.02 | 88.02 | 2.37 | 0.09 | 5 | 1.77 | -75 | |
| CRAFT2026.02 | 85.13 | 38.65 | 1.39 | 113 | 2.66 | 119 | |
| VILA-U-7B2026.02 | 83.13 | 22.33 | 1.03 | 88 | 3.08 | 37 | |
| VILA-7B2026.02 | 78.34 | 26.66 | 1.24 | 103 | 2.93 | 81 | |
| VILA-LDIFS2026.02 | 73.66 | 4.37 | 0.26 | 19 | 2.55 | -83 | |
| VILA-Projector FT2026.02 | 71.48 | 7.02 | 0.64 | 35 | 2.09 | -5 |