Word-level sign language recognition on MS-ASL 1000
71.24Top-1 AccSignBERT(H+R)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SignBERT(H+R)RGB=true, Flow=false, Local=false, Skeleton=true2021.06 | 71.24 | 89.12 | — | |
| SignBERT(H+P)RGB=false, Flow=false, Local=false, Skeleton=true2021.06 | 59.8 | 80.94 | — | |
| Baseline2RGB=true, Flow=true, Local=false, Skeleton=false2021.06 | 50.59 | 73.89 | 80.08 | |
| Ours4RGB=true, Flow=true, Local=true, Skeleton=false2021.06 | 50.59 | 72.33 | 78.78 | |
| Baseline2RGB=true, Flow=true, Local=false, Skeleton=false2021.06 | 50.59 | 73.89 | 80.08 | |
| Ours 4RGB=true, Flow=true, Local=false, Skeleton=true2021.06 | 50.59 | 72.33 | 78.78 | |
| Ours6RGB=true, Flow=true, Local=true, Skeleton=true2021.06 | 49.06 | 70.46 | 76.97 | |
| Ours 6RGB=true, Flow=true, Local=true, Skeleton=true2021.06 | 49.06 | 70.46 | 76.97 | |
| Ours5RGB=true, Flow=true, Local=false, Skeleton=true2021.06 | 48.68 | 70.84 | 77.54 | |
| Ours 5RGB=true, Flow=false, Local=true, Skeleton=true2021.06 | 48.68 | 70.84 | 77.54 | |
| Ours3RGB=true, Flow=false, Local=false, Skeleton=true2021.06 | 40.23 | 63.96 | 70.92 | |
| Ours 3RGB=true, Flow=true, Local=false, Skeleton=false2021.06 | 40.23 | 63.96 | 70.92 | |
| Ours1RGB=true, Flow=false, Local=false, Skeleton=false2021.06 | 39.55 | 63.09 | 70.49 | |
| Ours 1RGB=true, Flow=false, Local=false, Skeleton=false2021.06 | 39.55 | 63.09 | 70.49 | |
| Ours2RGB=true, Flow=false, Local=true, Skeleton=false2021.06 | 35.61 | 59.5 | 67.93 | |
| Ours 2RGB=true, Flow=false, Local=false, Skeleton=true2021.06 | 35.61 | 59.5 | 67.93 | |
| Baseline1RGB=true, Flow=false, Local=false, Skeleton=false2021.06 | 35.1 | 59.61 | 68.93 | |
| Baseline1RGB=true, Flow=false, Local=false, Skeleton=false2021.06 | 35.1 | 59.61 | 68.93 |