| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 96.47 +-0.19 | Meta-Curvature (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 95.23 +- 0.19 | Prototypical Networks (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 93.85 +- 0.24 | MAML (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 90.74 +- 0.25 | Meta-Baseline (CRNN) | 2022-04-05 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 90.04 +- 0.27 | SimpleShot CL2N (CRNN) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 71.81±0.39 | MT-SLVR (SimCLR + MLAP) w/ Parallel Adapters (FSD50K, RN18) | 2023-05-29 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 66.68 +- 0.41 | SimpleShot CL2N Classifier (AST pre-trained w/ ImageNet - No fine-tune) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 66.44±0.40 | SimCLR (FSD50K, RN18) | 2023-05-29 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 63.78 +- 0.42 | SimpleShot CL2N Classifier (AST ImageNet & AudioSet - No fine-tune) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 62.52±0.36 | Multi-Label Augmentation Prediction (FSD50K, RN18) | 2023-05-29 |