FMA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Audio Identification | FMA (Free Music Archive) derived | Top-1 Exact Hit Rate99.7 | 40 | |
| Music Genre Classification | FMA small (test) | Accuracy97.27 | 37 | |
| Dummy-Target Retrieval | FMA | Top-1 Hit Rate99.2 | 36 | |
| Music Genre Classification | FMA small (train) | Sparsity90.38 | 30 | |
| Music Genre Classification | FMA (Free Music Archive) | Normalized Score68.9 | 20 | |
| Node Classification | FMA (test) | Accuracy39.7 | 13 | |
| Stereo Music Reconstruction | FMA small | SI-SDR9.1 | 7 | |
| Audio Fingerprinting | FMA DTR (Target) | Segment Count30,000 | 6 | |
| Audio Fingerprinting | FMA DTR (Dummy) | Segment Count581,000 | 6 | |
| Audio Fingerprinting | FMA CBR Broadcast | Segment Count289,000 | 6 | |
| Audio Fingerprinting | FMA CBR Commercial | Segment Count15,000 | 6 | |
| Audio Fingerprinting | FMA | Params (M)4.4 | 6 | |
| Commercial-Broadcast Retrieval | FMA | Precision81 | 6 | |
| Audio Generation | FMA | CLAP Score148.883 | 4 | |
| Audio Super-Resolution | FMA small (test) | LSD3.6 | 4 | |
| Binary real/fake audio classification | FMA 16 to 48 kHz ADSR small (test) | Accuracy78 | 4 |
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