Fine-grained Image Classification on Flowers (Base/Novel/Harmonic Mean Metrics)
99.3Base AccuracyToolFG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ToolFGZero-shot=true, Training=mixed-dataset training2026.06 | 99.3 | 92.6 | 95.8 | |
| DiVE-kZero-shot=true, Training=mixed-dataset training2026.06 | 97.4 | 89.9 | 93.5 | |
| PromptSRCZero-shot=true, Training=mixed-dataset training2026.06 | 96.3 | 80.7 | 87.8 | |
| Fine-R1Zero-shot=true, Training=mixed-dataset training2026.06 | 95.4 | 87.5 | 91.3 | |
| MaPLeZero-shot=true, Training=mixed-dataset training2026.06 | 93.8 | 78.2 | 85.3 | |
| ViRFTZero-shot=true, Training=mixed-dataset training2026.06 | 90.2 | 87.9 | 89 | |
| Qwen2.5-VL-7BZero-shot=true, Training=mixed-dataset training2026.06 | 84.2 | 83.8 | 84 |