Continuous Sign Language Recognition on PHOENIX-2014T (test)
18.5WERDCA
Evaluation results
| Method | Links | |
|---|---|---|
| DCAextra cues (keypoints)=false2023.05 | 18.5 | |
| SlowFastSignVenue=ICASSP 20242025.12 | 18.7 | |
| ACMCVenue=IMAVIS 20252025.12 | 18.8 | |
| C2STextra cues (keypoints)=false2023.05 | 18.9 | |
| USTMbaseModality=RGB2025.12 | 18.9 | |
| USTMbaseBackbone=Swin-base2025.12 | 18.9 | |
| SlowFastSign (Reproduced)Venue=ICASSP 2024, reproducibility=Reproduced2025.12 | 18.9 | |
| USTMbaseVariant=base2025.12 | 18.9 | |
| CorrNet+Venue=arXiv 20242025.12 | 19.1 | |
| TwoStream-SLRextra cues (keypoints)=true2023.05 | 19.3 | |
| TwoStream-SLRModality=RGB+Pose2025.12 | 19.3 | |
| USTMsmallModality=RGB2025.12 | 19.3 | |
| USTMsmallBackbone=Swin-small2025.12 | 19.3 | |
| USTMsmallVariant=small2025.12 | 19.3 | |
| USTMtinyModality=RGB2025.12 | 19.4 | |
| CLIP-SLAVenue=CVPR 20252025.12 | 19.4 | |
| USTMtinyBackbone=Swin-tiny2025.12 | 19.4 | |
| USTMtinyVariant=tiny2025.12 | 19.4 | |
| Swin-MSTPVenue=Neurocomp. 2025, Backbone=Swin-small2025.12 | 19.7 | |
| STNetVenue=IEEE Acc. 20252025.12 | 19.8 | |
| SignBERT+extra cues (keypoints)=false2023.05 | 19.9 | |
| CoSignextra cues (keypoints)=false2023.05 | 20.1 | |
| CoSignPre-Training=false, Encoder Params=≈ 10M, Decoder Params=≈ 18M2026.03 | 20.1 | |
| CVT-SLRextra cues (keypoints)=false2023.05 | 20.3 | |
| CTCAextra cues (keypoints)=false2023.05 | 20.3 | |
| CVT-SLRModality=RGB+Pose2025.12 | 20.3 | |
| CTCAVenue=CVPR 20232025.12 | 20.3 | |
| C2SLRextra cues (keypoints)=true2023.05 | 20.4 | |
| C2SLRModality=RGB+Pose2025.12 | 20.4 | |
| CorrNetextra cues (keypoints)=false2023.05 | 20.5 | |
| CorrNetVenue=CVPR 20232025.12 | 20.5 | |
| MSKAVenue=PR 20252025.12 | 20.5 | |
| MSKAPre-Training=false, Encoder Params=≈ 15M, Decoder Params=≈ 28M2026.03 | 20.5 | |
| AdaBrowseVenue=ACM MM 20232025.12 | 20.6 | |
| SENextra cues (keypoints)=false2023.05 | 20.7 | |
| SENVenue=AAAI 20232025.12 | 20.7 | |
| STMCModality=RGB+Pose2025.12 | 21 | |
| TLPextra cues (keypoints)=false2023.05 | 21.2 | |
| TLPVenue=ECCV 20222025.12 | 21.2 | |
| MP-SLRVenue=TPAMI 20252025.12 | 21.3 | |
| STARKPre-Training=false, Encoder Params=≈ 3M, Decoder Params=≈ 28M2026.03 | 21.9 | |
| SSSLRVenue=ICASSP 20232025.12 | 22.3 | |
| SMKDVenue=ICCV 20212025.12 | 22.4 | |
| V-L Mapperextra cues (keypoints)=false2023.05 | 22.5 | |
| CMAVenue=ACM MM 20202025.12 | 24.3 | |
| FCNVenue=ECCV 20202025.12 | 25.1 | |
| TwoStream-SLRPre-Training=true2026.03 | 27.2 | |
| SignBERT+Pre-Training=true2026.03 | 33.6 |