Taxonomic Classification on iNat Plant 21
63.04HCAVL-Taxon
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VL-Taxon2026.01 | 63.04 | 74.36 | |
| GPT-4oProprietary=true2026.01 | 35.53 | 62.95 | |
| Qwen2.5-VL-72BParameters=72B2026.01 | 32.82 | 55 | |
| Qwen2.5-VL-7B-LoRAParameters=7B, Finetuning=LoRA2026.01 | 29.34 | 47.66 | |
| Qwen2.5-VL-32BParameters=32B2026.01 | 24.64 | 48.57 | |
| Qwen2.5-VL-7BParameters=7B2026.01 | 17.67 | 41.61 | |
| InternVL3-8BParameters=8B2026.01 | 8.68 | 36.39 | |
| InternVL2.5-8BParameters=8B2026.01 | 5.56 | 28.36 | |
| LLaVA-OV-7BParameters=7B2026.01 | 4.46 | 27.51 |