Continuous Sign Language Recognition on CSL (test)
0.6WERMSeqGraph
Evaluation Results
| Method | Links | |
|---|---|---|
| MSeqGraphEnd-to-end=true, Training Modalities=R+P+D, Inference Modalities=R+P+D2022.12 | 0.6 | |
| C2SLR + SRMEnd-to-end=true, Training Modalities=R+P, Inference Modalities=R2022.12 | 0.68 | |
| SEN2022.11 | 0.8 | |
| C2SLR2022.11 | 0.9 | |
| C2SLREnd-to-end=true, Training Modalities=R+P, Inference Modalities=R2022.12 | 0.9 | |
| VAC2022.11 | 1.6 | |
| VACEnd-to-end=true, Training Modalities=R, Inference Modalities=R2022.12 | 1.6 | |
| STMC2022.11 | 2.1 | |
| STMCEnd-to-end=false, Training Modalities=R+P, Inference Modalities=R2022.12 | 2.1 | |
| FCN2022.11 | 3 | |
| FCNEnd-to-end=true, Training Modalities=R, Inference Modalities=R2022.12 | 3 | |
| Baseline2022.11 | 3.5 | |
| SF-Net2022.11 | 3.8 | |
| DPD + TEMEnd-to-end=false, Training Modalities=R, Inference Modalities=R2022.12 | 4.7 | |
| HLSTM-attnEnd-to-end=true, Training Modalities=R, Inference Modalities=R2022.12 | 10.2 | |
| SubUNet2022.11 | 11 | |
| CTFEnd-to-end=true, Training Modalities=R, Inference Modalities=R2022.12 | 11.2 | |
| LS-HANEnd-to-end=false, Training Modalities=R, Inference Modalities=R2022.12 | 17.3 | |
| AdaBrowsealpha=0.04, GFLOPS=287, Throughput (videos/s)=12.312023.08 | 60 | |
| AdaBrowse+alpha=0.05, GFLOPS=241, Throughput (videos/s)=15.122023.08 | 60 | |
| AdaBrowse+alpha=0.1, GFLOPS=171, Throughput (videos/s)=17.582023.08 | 70 | |
| AdaBrowsealpha=0.15, GFLOPS=254, Throughput (videos/s)=14.262023.08 | 80 | |
| BaselineGFLOPS=364, Throughput (videos/s)=12.222023.08 | 90 |