| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Animal audio species dataset unseen species (test) | AnimalCLAP | Top-1 Accuracy27.6 | 35 | 25d ago | |
| Quebec Trees (test) | DINOv3-L | F1 Score88.85 | 14 | 23d ago | |
| iWildCam WILDS 2020 (test) | COSMO | Accuracy74.5 | 14 | 1mo ago | |
| iNat-Plantae (test) | TaxoNet | Macro Recall (Overall)83.21 | 13 | 1mo ago | |
| Insects | BioCLIP 2 | Top-1 Accuracy56.23 | 12 | 16d ago | |
| Snapshot Mountain Zebra (test) | COSMO | Accuracy0.968 | 9 | 1mo ago | |
| DNA Barcodes seen species split | DNABERT-S | Weighted F199.74 | 8 | 1mo ago | |
| Rare Species | BIOCAP | Top-1 Accuracy44.2 | 7 | 1mo ago | |
| Med. Leaf | BIOCAP | Top-1 Accuracy51.4 | 7 | 1mo ago | |
| PlantVillage | BIOCAP | Top-1 Accuracy33 | 7 | 1mo ago | |
| PlantNet | BIOCAP | Top-1 Accuracy93.6 | 7 | 1mo ago | |
| Camera Trap | BIOCAP | Top-1 Accuracy37.4 | 7 | 1mo ago | |
| Plankton | BIOCAP | Top-1 Accuracy7.2 | 7 | 1mo ago | |
| DNA Barcodes species-level | BarcodeBERT | Weighted F199.34 | 6 | 1mo ago | |
| Fungi GUE | BMLR-L | MCC0.3014 | 5 | 1mo ago | |
| Virus GUE | BMLR-L | MCC77.21 | 5 | 1mo ago | |
| iWildCam 2020 | GLK23 | Actual Error26.5 | 3 | 1mo ago | |
| GUE+ Species Classification (SC) v1 (test) | DNABERT-2 | Accuracy (Fungi)93.04 | 3 | 1mo ago |
