Sign Language Translation on CSL-Daily
Metric: BLEU-4 (higher is better)
Metric: BLEU-4 (higher is better)
| # | Model↕ | BLEU-4▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TwoStream-SLT | 25.79 | No | Two-Stream Network for Sign Language Recognition... | 2022-11-02 | Code |
| 2 | MSKA-SLT | 25.52 | No | Multi-Stream Keypoint Attention Network for Sign... | 2024-05-09 | Code |
| 3 | MMTLB | 23.92 | No | A Simple Multi-Modality Transfer Learning Baseli... | 2022-03-08 | Code |
| 4 | XmDA | 21.58 | No | Cross-modality Data Augmentation for End-to-End ... | 2023-05-18 | Code |
| 5 | BN-TIN-Transf.+SignBT | 21.34 | No | Improving Sign Language Translation with Monolin... | 2021-05-26 | - |
| 6 | IP-SLT | 16.72 | No | Sign Language Translation with Iterative Prototype | 2023-08-23 | - |
| 7 | ConSLT | 14.53 | No | A Token-level Contrastive Framework for Sign Lan... | 2022-04-11 | Code |
| 8 | BN-TIN-Transf. | 13.19 | No | Improving Sign Language Translation with Monolin... | 2021-05-26 | - |