GTZAN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anti-steganalysis | GTZAN | P_E7.62 | 99 | |
| Music Genre Classification | GTZAN | Accuracy95.5 | 68 | |
| Audio Classification | GTZAN | Accuracy94.66 | 65 | |
| Music Genre Classification | GTZAN (test) | Accuracy96 | 27 | |
| Classification | GTZAN (test) | Accuracy82.1 | 23 | |
| Music genre and Speech vs Music classification | GTZAN | Genre Accuracy86.8 | 22 | |
| Rhythm Analysis | GTZAN Linear Probing | F1Beat91 | 15 | |
| Genre Classification | GTZAN Linear Probing | Accuracy86.9 | 15 | |
| Audio Classification | GTzan 10 | Top-1 Accuracy74.1 | 15 | |
| Beat Tracking | GTZAN | F-measure88.8 | 10 | |
| Blending | GTZAN (test) | FAD1.926 | 8 | |
| Conditional Generation | GTZAN (test) | FAD0.844 | 7 | |
| Beat Tracking | GTZAN 1000 excerpts | F-Measure76.48 | 7 | |
| Steganography | GTZAN | PSNR109.63 | 6 | |
| Genre tagging | GTZAN 1.0 (test) | Accuracy80.5 | 6 | |
| Music Genre Recognition | GTZAN | Top-1 Accuracy82.1 | 5 | |
| Downbeat Tracking | GTZAN (test) | F1 Score78.3 | 5 | |
| Beat Tracking | GTZAN (test) | F1 Score89.1 | 5 | |
| Music Genre Classification | GTZAN (10-fold cross val) | Accuracy93.9 | 5 | |
| Continual Learning | GTZAN (5-session split) | Accuracy78 | 4 | |
| Audio Classification | GTZAN Genres zero-shot | Zero-Shot Accuracy71 | 4 | |
| Audio Reconstruction | GTZAN (test) | CE Score7.44 | 3 | |
| Downbeat Tracking | GTZAN | F1 Score54.07 | 3 | |
| Downbeat Tracking | GTZAN 1000 excerpts (Entire dataset) | F-Measure46.49 | 2 | |
| Audio Signal Representation | GTZAN (test) | Metric- | 0 |
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