Food Subcategory Recognition on FoodNExTDB
78.9PrecisionFoodCHA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FoodCHAFamily=VLM (ours)2026.05 | 78.9 | 57.9 | 66.8 | 64.8 | |
| Moondream-2BFamily=VLM baselines2026.05 | 65.2 | 61.6 | 63.3 | 60.2 | |
| SENetFamily=CNN baselines2026.05 | 59 | 51.1 | 54.8 | 41 | |
| Food-Llama-3.2-11BFamily=VLM baselines2026.05 | 57.1 | 46.8 | 51.4 | 44.6 | |
| SGLANetFamily=CNN baselines2026.05 | 55.9 | 48.4 | 51.9 | 45.1 | |
| InternVL3-8BFamily=VLM baselines2026.05 | 50.6 | 40.2 | 44.8 | 36.1 | |
| Qwen2.5-VL-7BFamily=VLM baselines2026.05 | 15.9 | 7.7 | 10.4 | 3.2 | |
| CVNetFamily=CNN baselines2026.05 | 6 | 7 | 6.5 | 6 |