Sign Language Generation on Phoenix-T
13.16BLEU-4GARD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GARDCategory=mesh-based, Gloss-dependent=true2026.06 | 13.16 | 37.47 | 5.03 | 1.21 | 6.69 | 6.9 | |
| SOKE*Category=mesh-based, Gloss-dependent=false2026.06 | 11.84 | — | 4.72 | 1.39 | 6.12 | 7.8 | |
| M-GPTCategory=mesh-based, Gloss-dependent=false2026.06 | 9.68 | — | 9.45 | 3.41 | 10.42 | 9.08 | |
| Sing-IDD*Category=keypoint-based, Gloss-dependent=true2026.06 | 9.08 | 26.58 | — | — | — | — | |
| T2S-GPTCategory=mesh-based, Gloss-dependent=false2026.06 | 9.06 | — | 10.38 | 6.47 | 11.65 | 19.09 | |
| GenOBTCategory=keypoint-based, Gloss-dependent=true2026.06 | 8.01 | 23.49 | — | — | — | — | |
| GCDMCategory=keypoint-based, Gloss-dependent=true2026.06 | 7.91 | 23.2 | — | — | — | — | |
| G2P-DDM*Category=keypoint-based, Gloss-dependent=true2026.06 | 7.13 | 20.11 | — | — | — | — | |
| NAT-EACategory=keypoint-based, Gloss-dependent=true2026.06 | 6.66 | 19.43 | — | — | — | — | |
| T2MCategory=mesh-based, Gloss-dependent=false2026.06 | 5.81 | — | 13.48 | 12.06 | 14.04 | 31.64 | |
| DETCategory=keypoint-based, Gloss-dependent=true2026.06 | 5.32 | 17.85 | — | — | — | — | |
| D3DPsignCategory=keypoint-based, Gloss-dependent=true2026.06 | 5.25 | 17.55 | — | — | — | — | |
| PT*Category=keypoint-based, Gloss-dependent=true2026.06 | 4.94 | — | 13.67 | 11.95 | 15.01 | 31.77 |