Food Cooking Style Recognition on FoodNExTDB
87.1PrecisionFoodCHA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FoodCHAFamily=VLM (ours)2026.05 | 87.1 | 55.6 | 67.9 | 64 | |
| SENetFamily=CNN baselines2026.05 | 61.3 | 58.8 | 60 | 56 | |
| SGLANetFamily=CNN baselines2026.05 | 61 | 57.2 | 59 | 58.8 | |
| Food-Llama-3.2-11BFamily=VLM baselines2026.05 | 34.4 | 31.8 | 33 | 28.6 | |
| CVNetFamily=CNN baselines2026.05 | 31 | 33 | 32 | 29 | |
| InternVL3-8BFamily=VLM baselines2026.05 | 30.1 | 28.7 | 29.4 | 24.1 | |
| Moondream-2BFamily=VLM baselines2026.05 | 26.7 | 22.6 | 24.5 | 20.3 | |
| Qwen2.5-VL-7BFamily=VLM baselines2026.05 | 21.3 | 23 | 22.1 | 18.3 |