Ingredient Recognition on Recipe1M 1.0
53.84F1 ScoreOurs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ourstraining=SFT followed by RFT2026.01 | 53.84 | 36.84 | 55.62 | 52.17 | |
| Qwen-SFTbackbone=Qwen2.5-VL-7B, training=Fine-tuned on Recipe1M ingredients2026.01 | 52.32 | 35.43 | 56.01 | 49.09 | |
| LLaVA-SFTbackbone=LLaVA-v1.5-7B, training=Fine-tuned on Recipe1M ingredients2026.01 | 51.61 | 34.78 | 55.43 | 48.28 | |
| RARG2026.01 | 49.78 | 33.14 | 49.86 | 49.7 | |
| FIRE2026.01 | 49.19 | 32.61 | 49.17 | 49.21 | |
| InverseCooking2026.01 | 48.44 | 31.96 | 48.23 | 48.66 |