Classification on GTZAN (test)
82.1AccuracyState-of-the-art
Evaluation results
| Method | Links | |
|---|---|---|
| State-of-the-artEvaluation protocol=Reported performance2021.07 | 82.1 | |
| Pre-trainedEvaluation protocol=Reported performance2021.07 | 82.1 | |
| JUKEBOXPre-training type=CALM, Evaluation protocol=Probing2021.07 | 79.7 | |
| MUSICNNPre-training type=Tagging, Evaluation protocol=Probing2021.07 | 79 | |
| CHOIPre-training type=Tagging, Evaluation protocol=Probing2021.07 | 75.9 | |
| M2D-CLAP2025 stage2Zero-shot=true2025.03 | 72.41 | |
| Han et al., 2023zero-shot=true2024.02 | 71 | |
| M2D-CLAP2025 stage2.1Zero-shot=true2025.03 | 70.86 | |
| M2D-CLAP2025Zero-shot=true2025.03 | 70.69 | |
| GLAPZero-shot=true2025.03 | 69.6 | |
| CLMRPre-training type=Contrastive, Evaluation protocol=Probing2021.07 | 68.6 | |
| Audio Flamingozero-shot=true2024.02 | 67.9 | |
| From scratchEvaluation protocol=Reported performance2021.07 | 65.8 | |
| CLAP2023Zero-shot=true2025.03 | 58.4 | |
| LAION-CLAPZero-shot=true2025.03 | 47.24 | |
| Wav2CLIPZero-shot=true2025.03 | 45.52 | |
| WavCapsZero-shot=true2025.03 | 45.52 | |
| MFCCPre-training type=No pre-training, Evaluation protocol=Probing2021.07 | 44.8 | |
| M2D-CLAP2025 stage1Zero-shot=true2025.03 | 42.03 | |
| PengiZero-shot=true2025.03 | 35.25 | |
| CHROMAPre-training type=No pre-training, Evaluation protocol=Probing2021.07 | 32.8 | |
| CLAP2022Zero-shot=true2025.03 | 28.97 | |
| M2D-CLAP2024 stage1Zero-shot=true2025.03 | 23.39 |