Taxonomic Classification on CUB-200
81.96HCAGPT-4o
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-4oProprietary=true2026.01 | 81.96 | 87.25 | |
| Qwen2.5-VL-72BParameters=72B2026.01 | 66.36 | 75.04 | |
| VL-Taxon2026.01 | 60.67 | 70.92 | |
| Qwen2.5-VL-32BParameters=32B2026.01 | 56.8 | 69 | |
| Qwen2.5-VL-7B-LoRAParameters=7B, Finetuning=LoRA2026.01 | 46.17 | 67.12 | |
| Qwen2.5-VL-7BParameters=7B2026.01 | 43.76 | 65.5 | |
| InternVL3-8BParameters=8B2026.01 | 25.75 | 50.52 | |
| InternVL2.5-8BParameters=8B2026.01 | 22.07 | 45.56 | |
| LLaVA-OV-7BParameters=7B2026.01 | 11.51 | 44.23 |