Sign Language Translation on How2Sign (test)
24.6BLEU-4
Sliding Perceiver
Updated 2d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.12 | 24.6 | - | 58.7 | - | - | - | - | - | 48.1 | 219 | 43.7 | 2.92 | |
2025.12 | 21.1 | - | 55.7 | - | - | - | - | - | - | - | - | - | |
2025.12 | 17.5 | - | 49.5 | - | - | - | - | - | 38.4 | 147.5 | 32.2 | 1.97 | |
2025.01 | 15.5 | - | 0.496 | - | 43.2 | 28.8 | 20.8 | 38.4 | - | - | - | - | |
2025.01 | 15.5 | - | 0.496 | - | 43.2 | - | - | 38.4 | - | - | - | - | |
2025.12 | 15.5 | - | 49.6 | - | - | - | - | - | 38.4 | - | - | - | |
2025.12 | 15.5 | - | - | - | 43.2 | 28.8 | 20.8 | 38.4 | - | - | - | - | |
2025.01 | 15.5 | - | 0.496 | - | - | - | - | - | 38.4 | - | - | - | |
2025.12 | 15.1 | - | - | - | - | - | - | - | 35.4 | - | - | - | |
2025.01 | 14.9 | - | 0.494 | - | 40.2 | 27.1 | 19.7 | 36 | - | - | - | - | |
2025.01 | 14.9 | - | 0.494 | - | 40.2 | - | - | 36 | - | - | - | - | |
2025.12 | 14.9 | - | 49.4 | - | - | - | - | - | 36 | - | - | - | |
2025.12 | 14.9 | - | - | - | 40.2 | 27.1 | 19.7 | 36 | - | - | - | - | |
2025.01 | 14.5 | - | 0.486 | - | 40.4 | 26.8 | 19.3 | 34.3 | - | - | - | - | |
2025.01 | 14.5 | - | 0.486 | - | 40.4 | - | - | 34.3 | - | - | - | - | |
2025.01 | 14.3 | - | - | - | 41.5 | 27.2 | 19.3 | - | - | - | - | - | |
2025.01 | 14.3 | - | - | - | 41.5 | - | - | - | - | - | - | - | |
2025.12 | 14.3 | - | - | - | 41.5 | 27.2 | 19.3 | - | - | - | - | - | |
2025.12 | 14.3 | - | - | - | 39.4 | 25.3 | 18.6 | 34.7 | - | - | - | - | |
2025.12 | 13.6 | - | 0.513 | - | - | - | - | - | 35.7 | 123.2 | 30.8 | 2.1 | |
2025.12 | 12.9 | - | - | - | - | - | - | - | 27.8 | - | - | - | |
2025.12 | 12.9 | - | - | - | 39.2 | - | - | 27.8 | - | - | - | - | |
2025.01 | 12.9 | - | - | - | - | - | - | - | 27.8 | - | - | - | |
2025.12 | 12.7 | - | 45.3 | - | - | - | - | - | 32.5 | 100.8 | 27.9 | 1.59 | |
| 12.7 | - | 0.453 | - | - | - | - | - | 32.5 | 1.008 | 27.9 | 1.59 | ||
2025.01 | 12.4 | - | 0.466 | - | 37.8 | 24.1 | 16.9 | - | - | - | - | - | |
2025.01 | 12.4 | - | - | - | 37.8 | - | - | 46.6 | - | - | - | - | |
2025.12 | 12.4 | - | - | - | 37.8 | 24.1 | 16.9 | - | - | - | - | - | |
| 12.3 | - | 0.447 | - | - | - | - | - | 31.9 | 0.978 | 27.4 | 1.55 | ||
2025.12 | 12.2 | - | - | - | 38.3 | 23.7 | 16.5 | 31.3 | - | - | - | - | |
| 11.8 | - | 0.441 | - | - | - | - | - | 31.1 | 0.933 | 26.1 | 1.39 | ||
2024.07 | 10.89 | - | - | - | 22.38 | 16.71 | 13.32 | 23.23 | - | - | - | - | |
2025.01 | 9.7 | - | - | - | 29.8 | 19 | 13.3 | 27.8 | - | - | - | - | |
2025.01 | 9.7 | - | - | - | 29.8 | - | - | 27.8 | - | - | - | - | |
2025.12 | 9.7 | - | - | - | 29.8 | 19 | 13.3 | 27.8 | - | - | - | - | |
2025.01 | 9.7 | - | - | - | - | - | - | - | 27.8 | - | - | - | |
2025.01 | 9.4 | - | - | - | 29.1 | 18.6 | 12.9 | 27 | - | - | - | - | |
2025.01 | 9.4 | - | - | - | 29.1 | - | - | 27 | - | - | - | - | |
2025.12 | 9.4 | - | - | - | 29.1 | 18.6 | 12.9 | 27 | - | - | - | - | |
2025.01 | 8 | - | - | - | 34 | 19.3 | 12.2 | - | - | - | - | - | |
2025.01 | 8 | - | - | - | 34 | - | - | - | - | - | - | - | |
2025.12 | 8 | - | - | - | 34 | 19.3 | 12.2 | - | - | - | - | - | |
2025.12 | 7.1 | - | 0.418 | - | - | - | - | - | 28.3 | - | - | - | |
2025.12 | 7 | - | - | - | 30.2 | 16.7 | 10.5 | 25.7 | - | - | - | - | |
2025.01 | 7 | - | 0.393 | - | - | - | - | - | 25.7 | - | - | - | |
2025.12 | 5.8 | - | 0.371 | - | - | - | - | - | - | - | - | - | |
2025.12 | 5.1 | - | 0.369 | - | - | - | - | - | - | - | - | - | |
2024.07 | 4.26 | - | - | - | 14.67 | 9.17 | 6.84 | 16.38 | - | - | - | - | |
2024.07 | 3.76 | - | - | - | 14.51 | 8.05 | 6.03 | 15.1 | - | - | - | - | |
2024.07 | 3.53 | - | - | - | 12.87 | 7.92 | 5.14 | 13.99 | - | - | - | - | |
2024.07 | 2.93 | - | - | - | 12.38 | 7.31 | 4.07 | 13.29 | - | - | - | - | |
2025.01 | 2.4 | - | - | - | 20.1 | 7.7 | - | 17.2 | - | - | - | - | |
2025.01 | 2.4 | - | - | - | 20.1 | - | - | 17.2 | - | - | - | - | |
2024.07 | 2.34 | - | - | - | 13.68 | 7.63 | 3.92 | 13.83 | - | - | - | - | |
2023.05 | 2.24 | - | 31.65 | - | 14.94 | 7.27 | 3.93 | 12.61 | - | - | - | - | |
2023.05 | 2.21 | - | - | - | 17.4 | 7.69 | 3.97 | - | - | - | - | - | |
2025.01 | 2.2 | - | 0.317 | - | 14.9 | 7.3 | 3.9 | 12.6 | - | - | - | - | |
2025.01 | 2.2 | - | 0.317 | - | 14.9 | - | - | 12.6 | - | - | - | - | |
2025.12 | 2.2 | - | - | - | 14.9 | 7.3 | 3.9 | 12.6 | - | - | - | - | |
2024.07 | 2.01 | - | - | - | 13.69 | 7.04 | 3.86 | 13.81 | - | - | - | - | |
2025.12 | 1.2 | - | - | - | 15 | 5.1 | 2.3 | - | - | - | - | - | |
2024.11 | - | 0.181 | 0.508 | - | - | - | - | - | - | - | - | - | |
2024.11 | - | 0.211 | 0.557 | - | - | - | - | - | - | - | - | - | |
2024.11 | - | 0.155 | 0.496 | - | - | - | - | - | - | - | - | - | |
2024.11 | - | 0.124 | 0.466 | - | - | - | - | - | - | - | - | - | |
2024.11 | - | 0.154 | 0.479 | - | - | - | - | - | - | - | - | - | |
2024.11 | - | 0.143 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | - | 0.129 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | - | 0.149 | 0.494 | - | - | - | - | - | - | - | - | - | |
2024.11 | - | 0.162 | 0.499 | - | - | - | - | - | - | - | - | - | |
2023.04 | - | 0.0803 | - | - | - | - | - | - | - | - | - | - | |
2023.04 | - | 0.0803 | - | 2.21 | 34.01 | 19.3 | 12.18 | - | - | - | - | - | |
2024.06 | - | 0.022 | - | - | 14.9 | 7.3 | 3.9 | - | - | - | - | - | |
2024.06 | - | 0.08 | - | - | 34 | 19.3 | 12.2 | - | - | - | - | - | |
2024.06 | - | 0.012 | - | - | 15 | 5.1 | 2.3 | - | - | - | - | - | |
2024.06 | - | 0.117 | - | - | 38.1 | 23.7 | 16.3 | - | - | - | - | - | |
2024.06 | - | 0.024 | - | - | 18.8 | 8.1 | 4.2 | - | - | - | - | - | |
2024.06 | - | 0.04 | - | - | 20.9 | 10.4 | 6.1 | - | - | - | - | - | |
2024.06 | - | 0.071 | - | - | 29.2 | 16.6 | 10.7 | - | - | - | - | - | |
2024.06 | - | 0.052 | - | - | 26.3 | 13.8 | 8.2 | - | - | - | - | - | |
2024.06 | - | 0.119 | - | - | 36.3 | 23 | 16.1 | - | - | - | - | - | |
2024.06 | - | 0.143 | - | - | 41.6 | 27.2 | 19.3 | - | - | - | - | - | |
2024.06 | - | 0.125 | - | - | - | - | - | - | - | - | - | - | |
2024.06 | - | 0.155 | - | - | 43.2 | 28.8 | 20.8 | - | - | - | - | - | |
2024.06 | - | 0.124 | - | - | 37.8 | 24.1 | 16.9 | - | - | - | - | - | |
2024.06 | - | 0.147 | - | - | 41.9 | 27.7 | 19.8 | - | - | - | - | - | |
2024.06 | - | 0.143 | - | - | 41.5 | 27.2 | 19.3 | - | - | - | - | - | |
2025.01 | - | - | 0.557 | - | - | - | - | - | - | - | - | - | |
2025.01 | - | - | 0.34 | - | - | - | - | - | - | - | - | - |