Metric: Average Accuracy (higher is better)
| # | Model↕ | Average Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TranSVAE | 52.6 | No | - | - | - |
| 2 | CoMix | 43.2 | No | Contrast and Mix: Temporal Contrastive Video Dom... | 2021-10-28 | - |
| 3 | TA3N | 39.9 | No | Temporal Attentive Alignment for Large-Scale Vid... | 2019-07-30 | Code |
| 4 | DANN | 39.2 | No | Domain-Adversarial Training of Neural Networks | 2015-05-28 | Code |
| 5 | ADDA | 37.4 | No | Adversarial Discriminative Domain Adaptation | 2017-02-17 | Code |