Bioacoustic Classification on CBI
82.6AccuracyFINCH
Evaluation results
| Method | Links | |
|---|---|---|
| FINCHEvaluation protocol=Linear probe2026.02 | 82.6 | |
| Audio-only (pθ(y | x))Evaluation protocol=Linear probe2026.02 | 80.6 | |
| Perch 2.0 - RandomEvaluation protocol=Linear probe2026.02 | 79.2 | |
| Perch 2.0 - Peak-selectEvaluation protocol=Prototypical probe2026.02 | 78.9 | |
| Perch 2.0 - Peak-selectEvaluation protocol=Linear probe2026.02 | 78.5 | |
| NatureLM-AudioEvaluation protocol=Zero-shot2026.02 | 77.8 | |
| BioLingualEvaluation protocol=Full fine-tuning2026.02 | 74.4 | |
| BirdNetEvaluation protocol=Full fine-tuning2026.02 | 70.2 | |
| AVES-BioEvaluation protocol=Full fine-tuning2026.02 | 59.8 | |
| Prior-only (pψ(y | s))Evaluation protocol=Linear probe2026.02 | 3 |