Species Classification

Benchmarks

Dataset Name	SOTA Method	Metric
Animal audio species dataset unseen species (test)	AnimalCLAP	Top-1 Accuracy27.6	35	2mo ago
Quebec Trees (test)	DINOv3-L	F1 Score88.85	14	2mo ago
iWildCam WILDS 2020 (test)	COSMO	Accuracy74.5	14	3mo ago
iNat-Plantae (test)	TaxoNet	Macro Recall (Overall)83.21	13	3mo ago
Insects	BioCLIP 2	Top-1 Accuracy56.23	12	2mo ago
iWildCam WILDS	CORAL	Macro F10.327	9	1mo ago
Snapshot Mountain Zebra (test)	COSMO	Accuracy0.968	9	3mo ago
DNA Barcodes seen species split	DNABERT-S	Weighted F199.74	8	2mo ago
661-class bioacoustic dataset (test)		Accuracy68.3	7	28d ago
Rare Species	BIOCAP	Top-1 Accuracy44.2	7	3mo ago
Med. Leaf	BIOCAP	Top-1 Accuracy51.4	7	3mo ago
PlantVillage	BIOCAP	Top-1 Accuracy33	7	3mo ago
PlantNet	BIOCAP	Top-1 Accuracy93.6	7	3mo ago
Camera Trap	BIOCAP	Top-1 Accuracy37.4	7	3mo ago
Plankton	BIOCAP	Top-1 Accuracy7.2	7	3mo ago
DNA Barcodes species-level	BarcodeBERT	Weighted F199.34	6	2mo ago
Fungi GUE	BMLR-L	MCC0.3014	5	3mo ago
Virus GUE	BMLR-L	MCC77.21	5	3mo ago
iWildCam 2020	GLK23	Actual Error26.5	3	3mo ago
GUE+ Species Classification (SC) v1 (test)	DNABERT-2	Accuracy (Fungi)93.04	3	3mo ago

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