Hierarchical Acoustic Scene Classification on BSD10k v1.2 (5-fold cross-validation)
81.25Hierarchical F1 ScoreSystem 3 (Ensemble, 5-fold cross-validation)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| System 3 (Ensemble, 5-fold cross-validation)Ensemble=true, Components=KD-log-STFT, log-Mel, Flat and LCL, Training=5-fold cross-validation2026.07 | 81.25 | 81.86 | |
| System 4 (Extended ensemble)Ensemble=true, Components=log-Mel, MFCC, KD-log-STFT, Flat, GC, and LCL2026.07 | 81.18 | 81.79 | |
| System 1 (log-STFT architecture with post-processing)Ensemble=false, Architecture=log-STFT, Post-processing=KNN-based2026.07 | 80.84 | 81.39 | |
| BaselineEnsemble=false2026.07 | 78.45 | 79.58 |