Bioacoustic Detection on BEANS Detection
40.8Probe mAPsl-BEATS-all
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| sl-BEATS-allStrategy=SL-SSL2025.08 | 40.8 | 72.6 | |
| BirdNetStrategy=SL2025.08 | 39.2 | 68.7 | |
| sl-BEATS-bioStrategy=SL-SSL2025.08 | 39 | 71.9 | |
| NatureBEATsStrategy=SL-SSL2025.08 | 38.5 | 72.4 | |
| BEATS (pretrained)Strategy=SSL2025.08 | 38.1 | 72.2 | |
| PerchStrategy=SL2025.08 | 36.8 | 67.4 | |
| EffNetB0-bioStrategy=SL2025.08 | 36.5 | 69.5 | |
| EffNetB0-allStrategy=SL2025.08 | 36.2 | 71.2 | |
| EAT-base (SFT)Strategy=SL-SSL2025.08 | 35.8 | 71.4 | |
| sl-EAT-allStrategy=SL-SSL2025.08 | 35.6 | 70.4 | |
| Bird-MAE-HugeStrategy=SSL2025.08 | 35.4 | 68 | |
| sl-EAT-bioStrategy=SL-SSL2025.08 | 35.3 | 68.7 | |
| Bird-AVES-biox-baseStrategy=SSL2025.08 | 34 | 68.9 | |
| BEATS (SFT)Strategy=SSL2025.08 | 33.9 | 69.2 | |
| EAT-allStrategy=SSL2025.08 | 31.5 | 69.4 | |
| EAT-ASStrategy=SSL2025.08 | 31.1 | 70.4 | |
| EAT-bioStrategy=SSL2025.08 | 31.1 | 67.9 | |
| SurfPerchStrategy=SL2025.08 | 30.1 | 66.4 | |
| EAT-base (pretrained)Strategy=SSL2025.08 | 25.2 | 69.2 | |
| EffNetB0-AudioSetStrategy=SL2025.08 | 24.6 | 67 |