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Bioacoustic Classification on BirdSet

0.908AUROC

Perch 2.0 - Random

Updated 4d ago

Evaluation Results

Method	Links
Perch 2.0 - Random 2026.02		0.908	0.431	66.5	-	-	-	-	-	-	-	-	-	-	-	-
Perch 2.0 - Peak-select 2026.02		0.907	0.43	61.9	-	-	-	-	-	-	-	-	-	-	-	-
Audio ProtoPNet-5 2026.02		0.896	0.423	62.3	-	-	-	-	-	-	-	-	-	-	-	-
BirdMAE-L 2026.02		0.886	0.44	60.1	-	-	-	-	-	-	-	-	-	-	-	-
BirdMAE-L 2026.02		0.886	0.409	52.1	-	-	-	-	-	-	-	-	-	-	-	-
Audio-only (pθ(y \| x)) 2026.02		0.833	0.261	63.6	-	-	-	-	-	-	-	-	-	-	-	-
FINCH 2026.02		0.832	0.26	63.6	-	-	-	-	-	-	-	-	-	-	-	-
Prior-only (pψ(y \| s)) 2026.02		0.466	0.027	46.1	-	-	-	-	-	-	-	-	-	-	-	-
Audio ProtoPNet-5 2026.02		-	-	-	0.79	0.3	59	0.93	0.38	52	0.87	0.31	49	0.97	0.42	66
BirdMAE-L 2026.02		-	-	-	0.82	0.35	60	0.91	0.41	52	0.82	0.3	42	0.93	0.41	70
BirdMAE-L (PP) 2026.02		-	-	-	0.82	0.31	59	0.93	0.38	47	0.83	0.3	36	0.94	0.38	62
Perch 2.0 – Peak-select 2026.02		-	-	-	0.802	0.255	52.8	0.948	0.382	50.4	0.901	0.375	46.2	0.974	0.455	78.2
Perch 2.0 – Random 2026.02		-	-	-	0.786	0.232	53.5	0.953	0.403	56.2	0.912	0.38	59.5	0.973	0.469	78.9
FINCH 2026.02		-	-	-	0.824	0.232	42.9	0.936	0.245	67.9	0.927	0.536	74.7	0.642	0.025	68.8