Bioacoustic Monitoring on BEANS Acoustic Beehive Monitoring
93.91ROC-AUC (BSTS)SS-AST (Base)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SS-AST (Base)Parameters (M)=892026.02 | 93.91 | 4.11 | 74.22 | 72.19 | 706 | |
| SS-AST (Small)Parameters (M)=232026.02 | 92.7 | 4.45 | 96.61 | 72.43 | 910 | |
| BioME (Bio)Parameters (M)=62026.02 | 92.36 | 4.04 | 97.19 | 68.76 | 917 | |
| AVESParameters (M)=942026.02 | 90.48 | 3.35 | 99.46 | 74.42 | 910 | |
| SS-AST (Tiny)Parameters (M)=62026.02 | 90.24 | 4.44 | 91.66 | 65.13 | 832 | |
| FBanksParameters (M)=02026.02 | 90.04 | 10.84 | 85.39 | 44.53 | 530 | |
| MSM-MAEParameters (M)=922026.02 | 89.33 | 4.05 | 97.24 | 73.27 | 863 | |
| M2DParameters (M)=852026.02 | 89.22 | 3.89 | 98.09 | 74.49 | 883 | |
| BirdAVES (Large)Parameters (M)=3152026.02 | 88.98 | 3.56 | 99.02 | 72.72 | 743 | |
| SpectrogramParameters (M)=02026.02 | 86.75 | 10.95 | 94.49 | 51.1 | 607 | |
| BirdAVES (Base)Parameters (M)=942026.02 | 85.32 | 3.39 | 98.22 | 68.59 | 838 | |
| CAV-MAEParameters (M)=852026.02 | 83.37 | 3.42 | 93.6 | 69.26 | 797 | |
| BioME (Bio)Parameters (M)=262026.02 | 79.62 | 3.63 | 97.96 | 68.03 | 833 | |
| BEATsParameters (M)=902026.02 | 75.22 | 3.05 | 99.44 | 72.82 | 811 | |
| MFCCParameters (M)=02026.02 | 71.42 | 7.22 | 97.95 | 30.28 | 533 | |
| BioME (Bio)Parameters (M)=752026.02 | 70.59 | 3.59 | 98.51 | 73.13 | 770 | |
| BYOL-AParameters (M)=52026.02 | 63.81 | 3.14 | 98.18 | 63.07 | 733 |