| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 76.17 +- 0.41 | Meta-Curvature (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 74.66 ± 0.42 | MAML (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 71.72 +- 0.38 | Meta-Baseline (CRNN) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 69.53±0.39 | MT-SLVR (SimCLR + MLAP) w/ Parallel Adapters (FSD50K, RN18) | 2023-05-29 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 68.83 +- 0.38 | Prototypical Networks (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 68.82 +-0.39 | SimpleShot CL2N (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 64.48 +- 0.41 | SimpleShot CL2N (AST ImageNet & AudioSet- No fine-tune) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 63.40±0.39 | SimCLR (FSD50K, RN18) | 2023-05-29 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 60.41 +- 0.41 | SimpleShot CL2N (AST ImageNet - No fine-tune) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 37.76±0.34 | Multi-Label Augmentation Prediction (FSD50K, RN18) | 2023-05-29 |