Sign Language Translation on BOBSL SENT (test)
7.3B4
LLM-based SLT with Contextual Cues
Updated 2d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| 7.3 | 47.1 | 25.1 | 88.9 | 26.5 | 1.85 | ||
2025.12 | 6.8 | 47 | 23.7 | 77 | 21.8 | 1.77 | |
2025.12 | 6.7 | 47.1 | 23.7 | 76.6 | 21.8 | 1.74 | |
| 6.5 | 45.9 | 24 | 82.5 | 25.5 | 1.69 | ||
2025.12 | 6 | 46.4 | 23.1 | 73.4 | 20.9 | 1.67 | |
2025.12 | 3.3 | 40.3 | 16.9 | 41.9 | 14.8 | 1.2 | |
| 3.3 | 40.3 | 16.9 | 41.9 | 14.8 | 1.2 | ||
| 3.3 | 40.5 | 17.3 | 42.8 | 14.8 | 1.23 | ||
| 2.9 | 39.2 | 16.1 | 38.9 | 14.1 | 1.15 | ||
2025.01 | 2.9 | 37 | 12.4 | 41 | 12.5 | 0.8 | |
| 2.8 | 38.9 | 16 | 37.8 | 13.8 | 1.02 | ||
2025.12 | 2.6 | 37.8 | 15.6 | 37.5 | 13.6 | 0.95 | |
| 2.6 | 37.8 | 15.6 | 37.5 | 13.6 | 0.95 | ||
2025.01 | 1.5 | 35.8 | 9.7 | 23.9 | 10.4 | 0.56 | |
2025.12 | 1.3 | - | 8.9 | - | - | - | |
2025.01 | 1.3 | - | 8.9 | - | - | - | |
2025.12 | 1 | - | 10.2 | - | - | - | |
2025.01 | 1 | - | 10.2 | - | - | - | |
2025.12 | 0.9 | 35.2 | 11.4 | 16.1 | 8.7 | 0.49 | |
2025.01 | 0.9 | 35.2 | 11.4 | 16.1 | 8.7 | 0.49 | |
2025.01 | 0.7 | 34.3 | 10.6 | 12.8 | 8.2 | 0.37 | |
2025.12 | 0.6 | 27.7 | 7.4 | 4.3 | 5.2 | 0.05 | |
2025.01 | 0.6 | 27.7 | 7.4 | 4.3 | 5.2 | 0.05 |