| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 63.85 +- 0.44 | Meta-Curvature (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 60.89 +- 0.45 | MAML (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 59.64 +- 0.44 | Prototypical Networks (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 55.54 +- 0.42 | Meta-Baseline (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 48.50 +- 0.42 | SimpleShot CL2N (CRNN) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 33.58±0.39 | MT-SLVR (SimCLR + MLAP) w/ Parallel Adapters (FSD50K, RN18) | 2023-05-29 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 31.18±0.37 | SimCLR (FSD50K, RN18) | 2023-05-29 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 28.79 +- 0.38 | SimpleShot CL2N (AST ImageNet & AudioSet- No fine-tune) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 28.09 +- 0.37 | SimpleShot CL2N (AST ImageNet - No fine-tune) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 21.68±0.40 | Multi-Label Augmentation Prediction (FSD50K, RN18) | 2023-05-29 |