Product Classification on Our MBE
66.57AccuracyMOON
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MOONZero-shot=true2025.08 | 66.57 | 62.24 | 71.26 | 63.19 | |
| MM-EmbedZero-shot=true2025.08 | 57.56 | 71.55 | 63.91 | 57.89 | |
| GMEZero-shot=true2025.08 | 57.06 | 59.14 | 62.31 | 54.16 | |
| Qwen2.5-VL-3BSFT=true2025.08 | 55.5 | 63.47 | 64.75 | 53.56 | |
| InternVL3-2BSFT=true2025.08 | 53.12 | 58.09 | 63.96 | 51.21 | |
| FashionCLIPZero-shot=true2025.08 | 44.34 | 53.77 | 48.47 | 41.84 | |
| Qwen2.5-VL-3BZero-shot=true2025.08 | 35.64 | 62.44 | 35.26 | 36.29 | |
| CLIPZero-shot=true2025.08 | 22.76 | 39.61 | 20.3 | 16.63 | |
| SigLIP2Zero-shot=true2025.08 | 17.85 | 25.83 | 14.58 | 10.91 | |
| InternVL3-2BZero-shot=true2025.08 | 9.16 | 33.31 | 11.52 | 10.6 |