Sign Language Translation
Given a video containing sign language, the task is to predict the translation into (written) spoken language.
Image credit: How2Sign
Papers
Showing 1–10 of 153 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MSKA-SLT | BLEU-4 | 29.03 | — | Unverified |
| 2 | TwoStream-SLT | BLEU-4 | 28.95 | — | Unverified |
| 3 | SignBERT+ | BLEU-4 | 25.7 | — | Unverified |
| 4 | S2T Stochastic Transformer (Ens) | BLEU-4 | 25.59 | — | Unverified |
| 5 | STMC+Transformer (Ens) | BLEU-4 | 25.4 | — | Unverified |
| 6 | BN-TIN-Transf.+SignBT | BLEU-4 | 24.32 | — | Unverified |
| 7 | Signformer | BLEU-4 | 23.43 | — | Unverified |
| 8 | BERT2RND | BLEU-4 | 22.47 | — | Unverified |
| 9 | BN-TIN-Transf. | BLEU-4 | 21.68 | — | Unverified |
| 10 | BERT2BERT | BLEU-4 | 21.26 | — | Unverified |