| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 43.45 +- 0.46 | MAML (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 43.18 +- 0.45 | Meta-Curvature (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 42.05 +- 0.42 | SimpleShot CL2N (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 40.27 +- 0.44 | Meta-Baseline (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 39.44 +- 0.44 | Prototypical Networks (CRNN) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 39.11±0.41 | MT-SLVR (SimCLR + MLAP) w/ Parallel Adapters (FSD50K, RN18) | 2023-05-29 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 38.78 +- 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 | 37.64±0.40 | SimCLR (FSD50K, RN18) | 2023-05-29 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 33.52 +- 0.39 | SimpleShot CL2N (AST ImageNet - No fine-tune) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 21.72±0.34 | Multi-Label Augmentation Prediction (FSD50K, RN18) | 2023-05-29 |