| Paper | Code | Top-1 Accuracy(5-Way-1-Shot) | ModelName | ReleaseDate |
|---|---|---|---|---|
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 59.49±0.42 | MT-SLVR (SimCLR + MLAP) w/ Parallel Adapters (FSD50K, RN18) | 2023-05-29 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 55.40 ± 0.42 | SimpleShot CL2N (AST ImageNet - No fine-tune) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 52.91±0.41 | SimCLR (FSD50K, RN18) | 2023-05-29 |
| MetaAudio: A Few-Shot Audio Classification Benchmark | ✓ Link | 51.81 ± 0.42 | SimpleShot CL2N (AST ImageNet & AudioSet- No fine-tune) | 2022-04-05 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | ✓ Link | 28.88±0.39 | Multi-Label Augmentation Prediction (FSD50K, RN18) | 2023-05-29 |