Sign Language Recognition on CSL-Daily (test)
0.253WERTwoStream-SLR (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| TwoStream-SLR (Ours)Modality=RGB + Pose2022.11 | 0.253 | |
| TwoStream-SLRModality=RGB-based, Pre-trained=Yes2024.05 | 0.253 | |
| MSKA-SLRModality=Keypoint-based, Pre-trained=No2024.05 | 0.278 | |
| CTCAModality=RGB-based, Pre-trained=Yes2024.05 | 0.294 | |
| CorrNetModality=RGB-based, Pre-trained=Yes2024.05 | 0.301 | |
| AdaBrowse+Modality=RGB-based, Pre-trained=Yes2024.05 | 0.307 | |
| Joint-SLRTModality=RGB2022.11 | 0.32 | |
| Joint-SLRTModality=RGB-based, Pre-trained=No2024.05 | 0.32 | |
| DNF (RGB)Modality=RGB2022.11 | 0.324 | |
| DNFModality=RGB-based, Pre-trained=Yes2024.05 | 0.324 | |
| SignBTModality=RGB2022.11 | 0.332 | |
| SignBTModality=RGB-based, Pre-trained=Yes2024.05 | 0.332 | |
| FCNModality=RGB2022.11 | 0.335 | |
| FCNModality=RGB-based, Pre-trained=No2024.05 | 0.335 | |
| TwoStream-SLRModality=Keypoint-based, Pre-trained=Yes2024.05 | 0.341 | |
| LS-HANModality=RGB2022.11 | 0.394 | |
| LS-HANModality=RGB-based, Pre-trained=Yes2024.05 | 0.394 | |
| SubUNetsModality=RGB2022.11 | 0.41 | |
| SubUNetsModality=RGB-based, Pre-trained=Yes2024.05 | 0.41 |