Sign Language Recognition on WLASL2000
64.73P-I AccuracyLA-Sign
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LA-Sign2026.03 | 64.73 | 62.41 | |
| Uni-Sign2026.03 | 63.52 | 61.32 | |
| CCL-SLR2026.03 | 62.2 | 58.8 | |
| NLA-SLRMulti-crop inference=true2026.03 | 61.26 | 58.31 | |
| StepNetOptical flow fusion=true2026.03 | 61.17 | 58.43 | |
| NLA-SLR2026.03 | 61.05 | 58.05 | |
| SAM-v2Additional modalities=true, Multi-crop inference=true2026.03 | 59.39 | 56.63 | |
| SAMAdditional modalities=true, Multi-crop inference=true2026.03 | 58.73 | 55.93 | |
| StepNet2026.03 | 56.89 | 54.54 | |
| SignBERT+2026.03 | 55.59 | 53.33 | |
| SignBERT2026.03 | 54.69 | 52.08 | |
| BEST2026.03 | 54.59 | 52.12 | |
| HMA2026.03 | 51.39 | 48.75 | |
| ST-GCN2026.03 | 34.4 | 32.53 | |
| I3D2026.03 | 32.48 | — |