Sign Language Translation on OpenASL
43.92ROUGESLT-GRPO
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SLT-GRPOExternal Training Data=None2025.12 | 43.92 | 48.73 | 35.4 | 27.99 | 22.84 | |
| Uni-SignExternal Training Data=YouTube-ASL [42]2025.12 | 43.22 | 49.35 | 36.22 | 28.55 | 23.14 | |
| SLT-SFTExternal Training Data=None2025.12 | 41.84 | 46.03 | 33.64 | 26.31 | 21.28 | |
| VAPExternal Training Data=None2025.12 | 41.38 | 45.92 | — | — | 21.23 | |
| C^2RLExternal Training Data=None2025.12 | 31.36 | 31.46 | 21.85 | 16.58 | 13.21 | |
| GloFE-VNExternal Training Data=None2025.12 | 21.75 | 21.56 | 12.74 | 9.05 | 7.06 | |
| OpenASLExternal Training Data=None2025.12 | 21.02 | 20.92 | 12.08 | 8.59 | 6.72 | |
| I3D-transformerExternal Training Data=None2025.12 | 18.64 | 18.31 | 10.15 | 7.19 | 5.66 | |
| Conv-GRU†External Training Data=None2025.12 | 16.1 | 16.11 | 8.85 | 6.18 | 4.58 |