Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | M2D-CLAP | 80.6 | No | M2D2: Exploring General-purpose Audio-Language R... | 2025-03-28 | Code |
| 2 | M2D2 AS+ | 79.7 | No | M2D2: Exploring General-purpose Audio-Language R... | 2025-03-28 | Code |
| 3 | M2D AS | 78.7 | No | M2D2: Exploring General-purpose Audio-Language R... | 2025-03-28 | Code |
| 4 | MATPAC (SSL, linear eval) | 74.6 | No | Masked Latent Prediction and Classification for ... | 2025-02-17 | Code |
| 5 | melspect | 72.1 | No | EfficientLEAF: A Faster LEarnable Audio Frontend... | 2022-07-12 | Code |
| 6 | EfficientLEAF | 71.7 | No | EfficientLEAF: A Faster LEarnable Audio Frontend... | 2022-07-12 | Code |
| 7 | LEAF | 69.2 | No | EfficientLEAF: A Faster LEarnable Audio Frontend... | 2022-07-12 | Code |