Sign Language Recognition on Phoenix 2014 (dev)
17.7WERTwoStream-SLR
Evaluation Results
| Method | Links | |
|---|---|---|
| TwoStream-SLRModality=RGB-based, Pre-trained=Yes2024.05 | 17.7 | |
| TwoStream-SLRModality=RGB-based, Pre-trained=Yes2024.05 | 18.4 | |
| AdaBrowse+Modality=RGB-based, Pre-trained=Yes2024.05 | 18.6 | |
| CorrNetModality=RGB-based, Pre-trained=Yes2024.05 | 18.8 | |
| SignBERT+ (+R)Modality=RGB-based, Pre-trained=Yes2024.05 | 18.8 | |
| CorrNetModality=RGB-based, Pre-trained=Yes2024.05 | 18.9 | |
| CTCAModality=RGB-based, Pre-trained=Yes2024.05 | 19.3 | |
| CTCAModality=RGB-based, Pre-trained=Yes2024.05 | 19.5 | |
| AdaBrowse+Modality=RGB-based, Pre-trained=Yes2024.05 | 19.5 | |
| STMCModality=RGB-based, Pre-trained=Yes2024.05 | 19.6 | |
| SignBERT+ (+R)Modality=RGB-based, Pre-trained=Yes2024.05 | 19.9 | |
| MSKA-SLRModality=Keypoint-based, Pre-trained=No2024.05 | 20.1 | |
| C2SLRModality=RGB-based, Pre-trained=Yes2024.05 | 20.2 | |
| C2SLRModality=RGB-based, Pre-trained=Yes2024.05 | 20.5 | |
| VACModality=RGB-based, Pre-trained=Yes2024.05 | 21.2 | |
| STMCModality=RGB-based, Pre-trained=Yes2024.05 | 21.7 | |
| MSKA-SLRModality=Keypoint-based, Pre-trained=No2024.05 | 21.7 | |
| MMTLBModality=RGB-based, Pre-trained=Yes2024.05 | 21.9 | |
| CNN-LSTM-HMMModality=RGB-based, Pre-trained=No2024.05 | 22.1 | |
| SignBTModality=RGB-based, Pre-trained=Yes2024.05 | 22.7 | |
| FCNModality=RGB-based, Pre-trained=No2024.05 | 23.3 | |
| PiSLTR-RModality=RGB-based, Pre-trained=Yes2024.05 | 23.4 | |
| FCNModality=RGB-based, Pre-trained=No2024.05 | 23.7 | |
| DNFModality=RGB-based, Pre-trained=Yes2024.05 | 23.8 | |
| Joint-SLRTModality=RGB-based, Pre-trained=No2024.05 | 24.6 | |
| CNN-LSTM-HMMModality=RGB-based, Pre-trained=No2024.05 | 26 | |
| TwoStream-SLRModality=Keypoint-based, Pre-trained=Yes2024.05 | 27.1 | |
| TwoStream-SLRModality=Keypoint-based, Pre-trained=Yes2024.05 | 28.6 | |
| Hybrid CNN-HMMModality=RGB-based, Pre-trained=Yes2024.05 | 31.6 | |
| SignBERT+Modality=Keypoint-based, Pre-trained=No2024.05 | 32.9 | |
| SignBERT+Modality=Keypoint-based, Pre-trained=No2024.05 | 34 | |
| SubUNetsModality=RGB-based, Pre-trained=Yes2024.05 | 40.8 |