Bioacoustic Analysis on Vocal Repertoire
83ROC AUCEffNetB0-all
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EffNetB0-allStrategy=SL2025.08 | 83 | 58.2 | |
| EAT-base (SFT)Strategy=SL-SSL2025.08 | 81.7 | 52.7 | |
| Bird-MAE-HugeStrategy=SSL2025.08 | 81.2 | 48.5 | |
| NatureBEATsStrategy=SL-SSL2025.08 | 81.1 | 55.2 | |
| EffNetB0-bioStrategy=SL2025.08 | 80.6 | 56.8 | |
| sl-EAT-bioStrategy=SL-SSL2025.08 | 80.6 | 56.5 | |
| EAT-ASStrategy=SSL2025.08 | 80.1 | 53.3 | |
| sl-BEATS-allStrategy=SL-SSL2025.08 | 79.8 | 52.9 | |
| sl-EAT-allStrategy=SL-SSL2025.08 | 79.8 | 53 | |
| BirdNetStrategy=SL2025.08 | 79.5 | 54.5 | |
| sl-BEATS-bioStrategy=SL-SSL2025.08 | 78.9 | 51.6 | |
| EAT-allStrategy=SSL2025.08 | 78.8 | 51.2 | |
| BEATS (pretrained)Strategy=SSL2025.08 | 77.5 | 49.8 | |
| EAT-base (pretrained)Strategy=SSL2025.08 | 76.8 | 46.7 | |
| EffNetB0-AudioSetStrategy=SL2025.08 | 76 | 48.1 | |
| PerchStrategy=SL2025.08 | 75.8 | 49.3 | |
| EAT-bioStrategy=SSL2025.08 | 75.7 | 46.6 | |
| BEATS (SFT)Strategy=SSL2025.08 | 75.5 | 48.5 | |
| SurfPerchStrategy=SL2025.08 | 75.1 | 49.2 | |
| Bird-AVES-biox-baseStrategy=SSL2025.08 | 72.6 | 45.3 |