| Paper | Code | 1:1 Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Spatio-temporal Relation Modeling for Few-shot Action Recognition | ✓ Link | 77.3 | STRM | 2021-12-09 |
| Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition | 76.4 | Learn2Aug + TRX | 2022-06-09 | |
| Hybrid Relation Guided Set Matching for Few-shot Action Recognition | ✓ Link | 76.0 | HyRSM | 2022-04-28 |
| Temporal-Relational CrossTransformers for Few-Shot Action Recognition | ✓ Link | 75.6 | TRX | 2021-01-15 |
| Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition | ✓ Link | 75.5 | AMeFu-Net | 2020-10-20 |
| []() | 62.2 | HF-AR | ||
| Few-shot Action Recognition with Permutation-invariant Attention | ✓ Link | 60.6 | ARN | 2020-01-12 |