Bioacoustic Detection on BirdSet
29.4mAP (Probe)sl-BEATS-all
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| sl-BEATS-allStrategy=SL-SSL2025.08 | 29.4 | 73.2 | |
| sl-BEATS-bioStrategy=SL-SSL2025.08 | 28.8 | 72.6 | |
| EffNetB0-bioStrategy=SL2025.08 | 27.9 | 70.4 | |
| EffNetB0-allStrategy=SL2025.08 | 27.9 | 70.7 | |
| sl-EAT-allStrategy=SL-SSL2025.08 | 25.5 | 70.6 | |
| sl-EAT-bioStrategy=SL-SSL2025.08 | 24.9 | 70.5 | |
| PerchStrategy=SL2025.08 | 23.3 | 65.6 | |
| NatureBEATsStrategy=SL-SSL2025.08 | 22.3 | 72.3 | |
| Bird-MAE-HugeStrategy=SSL2025.08 | 16.8 | 63.6 | |
| EAT-allStrategy=SSL2025.08 | 16.6 | 67.7 | |
| SurfPerchStrategy=SL2025.08 | 16 | 69.4 | |
| EAT-base (SFT)Strategy=SL-SSL2025.08 | 14.3 | 67.6 | |
| EAT-bioStrategy=SSL2025.08 | 14.3 | 63.1 | |
| BEATS (pretrained)Strategy=SSL2025.08 | 12.9 | 68.6 | |
| EAT-ASStrategy=SSL2025.08 | 12.5 | 68.5 | |
| EAT-base (pretrained)Strategy=SSL2025.08 | 10.4 | 65 | |
| BEATS (SFT)Strategy=SSL2025.08 | 10.1 | 67.5 | |
| EffNetB0-AudioSetStrategy=SL2025.08 | 9.8 | 65.5 | |
| Bird-AVES-biox-baseStrategy=SSL2025.08 | 9.2 | 67 |