Audio Detection on Sebitoli 2025
0.961AP (Elephant forest/savanna)DFS
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DFSFine-tuning=LoRA2026.04 | 0.961 | 0.934 | 0.986 | 0.973 | 0.974 | 0.918 | 0.8 | 0.959 | 0.851 | 0.684 | 0.998 | 0.984 | |
| DFS-LinearEncoder=Fully frozen, Classifier=Linear layer2026.04 | 0.672 | 0.777 | 0.838 | 0.82 | 0.855 | 0.909 | 0.609 | 0.166 | 0.649 | 0.606 | 0.969 | 0.879 | |
| Perch v2Type=General-purpose ecoacoustic classifier2026.04 | 0.117 | 0.477 | 0.117 | 0.515 | 0.928 | 0.97 | 0.891 | 0.99 | 0.751 | 0.806 | 0.948 | 0.948 | |
| RDetType=Specialized elephant rumble detector2026.04 | 0.101 | — | — | — | — | — | — | — | — | — | — | — | |
| BirdNetType=General-purpose ecoacoustic classifier2026.04 | — | — | — | — | 0.538 | 0.894 | 0.78 | 0.887 | 0.51 | 0.666 | 0.893 | — |