Fine-grained Visual Recognition on Flower-102 (test)
96.5EMSigLIP-FT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SigLIP-FTModel Category=CLIP-based2026.04 | 96.5 | 99.7 | |
| HyMOR-GemmaModel Category=HyMOR framework2026.04 | 96 | 99.4 | |
| HyMOR-QwenModel Category=HyMOR framework2026.04 | 95.9 | 99.3 | |
| BioCLIPModel Category=CLIP-based2026.04 | 94.1 | 98 | |
| Finedefics-8BModel Category=Fine-grained MLLMs2026.04 | 92.6 | 98.2 | |
| SigLIPModel Category=CLIP-based2026.04 | 63.6 | 75.8 | |
| Gemma-3-4BModel Category=General MLLMs2026.04 | 27 | 63.2 | |
| Qwen2.5-VL-3BModel Category=General MLLMs2026.04 | 20.3 | 53.4 | |
| InternVL2.5-4BModel Category=General MLLMs2026.04 | 16.2 | 53 |