| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Few-Shot Classification of Interactive Activities of Daily Living (InteractADL) | ✓ Link | 94.7 | Name Tuning | 2024-06-03 |
| Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition | ✓ Link | 86.8 | AMeFu-Net | 2020-10-20 |
| Spatio-temporal Relation Modeling for Few-shot Action Recognition | ✓ Link | 86.7 | STRM | 2021-12-09 |
| Hybrid Relation Guided Set Matching for Few-shot Action Recognition | ✓ Link | 86.1 | HyRSM | 2022-04-28 |
| Temporal-Relational CrossTransformers for Few-Shot Action Recognition | ✓ Link | 85.9 | TRX | 2021-01-15 |
| Few-Shot Video Classification via Temporal Alignment | 85.8 | OTAM | 2019-06-27 | |
| Few-shot Action Recognition with Permutation-invariant Attention | ✓ Link | 82.4 | ARN | 2020-01-12 |
| TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition | 78.5 | TARN | 2019-07-21 |