Sign Language Recognition on MSASL 1000 (test)
79.64Per-class AccLA-Sign
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LA-Sign2026.03 | 79.64 | — | — | — | — | 79.68 | |
| Uni-Sign2026.03 | 76.97 | — | — | — | — | 78.16 | |
| CCL-SLR2026.03 | 76.27 | — | — | — | — | 77.71 | |
| NLA-SLRMulti-crop inference=true2026.03 | 70.95 | — | — | — | — | 73.8 | |
| SignBERT+2026.03 | 70.77 | — | — | — | — | 73.71 | |
| NLA-SLR2026.03 | 69.86 | — | — | — | — | 72.56 | |
| BEST2026.03 | 68.24 | — | — | — | — | 71.21 | |
| SignBERT2026.03 | 67.96 | — | — | — | — | 71.24 | |
| HMA2026.03 | 66.54 | — | — | — | — | 69.39 | |
| I3D2026.03 | 57.69 | — | — | — | — | — | |
| ST-GCN2026.03 | 32.32 | — | — | — | — | 36.03 | |
| BEST2023.03 | — | 71.21 | 88.85 | 68.24 | 87.98 | — | |
| BSLinference strategy=multi-crop2023.03 | — | 64.71 | 85.59 | 61.55 | 84.43 | — | |
| HMA2023.03 | — | 69.39 | 87.42 | 66.54 | 86.56 | — | |
| I3D2023.03 | — | — | — | 57.69 | 81.08 | — | |
| I3D+BLSTM2023.03 | — | 40.99 | — | — | — | — | |
| NLA-SLRinference strategy=single-crop2023.03 | — | 72.56 | 89.12 | 69.86 | 88.48 | — | |
| NLA-SLRinference strategy=3-crop2023.03 | — | 73.8 | 89.65 | 70.95 | 89.07 | — | |
| SignBERTextra data usage=true2023.03 | — | 71.24 | 89.12 | 67.96 | 88.4 | — | |
| ST-GCN2023.03 | — | 36.03 | 59.92 | 32.32 | 57.15 | — |