Recipe Generation on Recipe1M
8.4SacreBLEULLaVA-v1.5-7b-FT
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LLaVA-v1.5-7b-FTBackbone=LLaVA-v1.5-7b, Mode=Fine-tuned2026.01 | 8.4 | 38.02 | 69.24 | 39.59 | 26.56 | 38.14 | 44.91 | 41.46 | 26.15 | 36.67 | 47.69 | |
| Qwen2.5-VL-7B-FTBackbone=Qwen2.5-VL-7B, Mode=Fine-tuned2026.01 | 8.34 | 36.83 | 69.22 | 40.61 | 27.31 | 41.4 | 43.43 | 43.24 | 27.58 | 39.1 | 48.34 | |
| OursBackbone=LLaVA-v1.5-7b2026.01 | 8.08 | 41.08 | 69.98 | 42.35 | 29.82 | 40.03 | 49.21 | 47.24 | 30.93 | 43.75 | 51.34 | |
| Food-R12026.06 | 7.76 | 28.73 | — | — | — | — | — | — | — | — | — | |
| OursBackbone=Qwen2.5-VL-7B2026.01 | 7.66 | 38.28 | 69.88 | 42.02 | 28.54 | 42.49 | 45.06 | 45.57 | 29.51 | 39.54 | 53.77 | |
| FoodLMM2026.06 | 6.24 | 36.96 | — | — | — | — | — | — | — | — | — | |
| FIRE2026.06 | 6.02 | 21.29 | — | — | — | — | — | — | — | — | — | |
| RARG2026.01 | 6.01 | 38.51 | 68.26 | 36.75 | 24.36 | 34.95 | 42.89 | 37.2 | 22.85 | 33.11 | 42.46 | |
| LLaVA-FT2026.06 | 5.88 | 38.18 | — | — | — | — | — | — | — | — | — | |
| FoodLMM2026.01 | 5.82 | 35.09 | 67.93 | 32.62 | 22.13 | 30.79 | 40.07 | 31.19 | 18.48 | 26.2 | 38.54 | |
| FIRE2026.01 | 5.81 | 28.24 | 66.24 | 30.39 | 19.75 | 27.95 | 37.38 | 29.82 | 18.06 | 25.8 | 30.21 | |
| InverseCooking2026.01 | 4.33 | 29.69 | 67.13 | 31.76 | 20.53 | 29.16 | 39.05 | 38.98 | 24.21 | 33.35 | 46.92 |