| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PHOENIX14T (test) | A2V-SLP + KL | BLEU-413.31 | 20 | 3mo ago | |
| How2Sign (test) | Stable Signer | BLEU-421.03 | 14 | 3mo ago | |
| How2Sign | M3T | DTW-PA-JPE (Body)4.28 | 10 | 2mo ago | |
| Phoenix 14T | M3T | DTW-PA-JPE (Body)3.41 | 7 | 2mo ago | |
| CSL-Daily | M3T | DTW-PA-JPE (Body)3.97 | 7 | 2mo ago | |
| CSL-Daily (test) | A2V-SLP | DTW0.165 | 6 | 3mo ago | |
| How2Sign (dev) | Stable Signer | BLEU-425.55 | 6 | 3mo ago | |
| PHOENIX14T | MS2SL | User Study Score3.21 | 5 | 3mo ago | |
| How2Sign | MS2SL | User Study Score2.65 | 5 | 3mo ago | |
| ASL3DWord | MDM (gloss-level, ASL3DWord) | ρcond4.8 | 1 | 1d ago |
