Overall Style Recognition on FashionX (test)
92Top-1 AccuracyGemini-2.5-Flash
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gemini-2.5-FlashSize=-2026.03 | 92 | 94.9 | |
| Qwen2.5-VLSize=7b2026.03 | 90.4 | 90.6 | |
| Claude-4.5-SonnetSize=-2026.03 | 89.7 | 99.2 | |
| OmniFashionSize=3b2026.03 | 89.7 | 97 | |
| Grok-4-FastSize=-2026.03 | 87.8 | 91.5 | |
| Phi-4-multimodalSize=5b2026.03 | 86.7 | 98.1 | |
| LLaVA-OneVision-1.5Size=8b2026.03 | 86.4 | 94.8 | |
| OmniFashionSize=3b2026.03 | 86 | 93.4 | |
| LLaVA-OneVision-1.5Size=8b2026.03 | 85.5 | 92.7 | |
| LLaVA-OneVision-1.5Size=4b2026.03 | 84.1 | 94.8 | |
| LLaVA-OneVision-1.5Size=4b2026.03 | 83.2 | 91.7 | |
| Qwen2.5-VLSize=3b2026.03 | 76.2 | 76.2 | |
| Gemini-2.5-FlashSize=-2026.03 | 75.3 | 89.8 | |
| Claude-4.5-SonnetSize=-2026.03 | 74.6 | 91.2 | |
| MiniCPM-V 2.6Size=8b2026.03 | 58.3 | 59.5 | |
| Phi-4-multimodalSize=5b2026.03 | 50.4 | 66.9 | |
| Qwen2.5-VLSize=3b2026.03 | 48.9 | 80.6 | |
| Grok-4-FastSize=-2026.03 | 38 | 66.6 | |
| MiniCPM-V 2.6Size=8b2026.03 | 34.6 | 60.7 | |
| Qwen2.5-VLSize=7b2026.03 | 20.8 | 68.8 |