Taxonomic Classification on iNat Animal 21
43.73HCAVL-Taxon
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VL-Taxon2026.01 | 43.73 | 60.72 | |
| GPT-4oProprietary=true2026.01 | 42.95 | 63.79 | |
| Qwen2.5-VL-72BParameters=72B2026.01 | 35.73 | 54.2 | |
| Qwen2.5-VL-32BParameters=32B2026.01 | 26.9 | 46.98 | |
| Qwen2.5-VL-7B-LoRAParameters=7B, Finetuning=LoRA2026.01 | 23.38 | 45 | |
| Qwen2.5-VL-7BParameters=7B2026.01 | 19.43 | 41.33 | |
| InternVL3-8BParameters=8B2026.01 | 11.93 | 35.4 | |
| InternVL2.5-8BParameters=8B2026.01 | 8.52 | 27.65 | |
| LLaVA-OV-7BParameters=7B2026.01 | 4.53 | 26.47 |