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ResearchFormerly WizWand

Continuous Sign Language Recognition on CSL (test)

0.6WERMSeqGraph
-2.97621.16245.369.438Nov 30, 2022Jan 12, 2023Feb 24, 2023Apr 8, 2023May 21, 2023Jul 3, 2023Aug 16, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MSeqGraphEnd-to-end=true, Training Modalities=R+P+D, Inference Modalities=R+P+D2022.120.6
C2SLR + SRMEnd-to-end=true, Training Modalities=R+P, Inference Modalities=R2022.120.68
SEN2022.110.8
C2SLR2022.110.9
C2SLREnd-to-end=true, Training Modalities=R+P, Inference Modalities=R2022.120.9
VAC2022.111.6
VACEnd-to-end=true, Training Modalities=R, Inference Modalities=R2022.121.6
STMC2022.112.1
STMCEnd-to-end=false, Training Modalities=R+P, Inference Modalities=R2022.122.1
FCN2022.113
FCNEnd-to-end=true, Training Modalities=R, Inference Modalities=R2022.123
Baseline2022.113.5
SF-Net2022.113.8
DPD + TEMEnd-to-end=false, Training Modalities=R, Inference Modalities=R2022.124.7
HLSTM-attnEnd-to-end=true, Training Modalities=R, Inference Modalities=R2022.1210.2
SubUNet2022.1111
CTFEnd-to-end=true, Training Modalities=R, Inference Modalities=R2022.1211.2
LS-HANEnd-to-end=false, Training Modalities=R, Inference Modalities=R2022.1217.3
AdaBrowsealpha=0.04, GFLOPS=287, Throughput (videos/s)=12.312023.0860
AdaBrowse+alpha=0.05, GFLOPS=241, Throughput (videos/s)=15.122023.0860
AdaBrowse+alpha=0.1, GFLOPS=171, Throughput (videos/s)=17.582023.0870
AdaBrowsealpha=0.15, GFLOPS=254, Throughput (videos/s)=14.262023.0880
BaselineGFLOPS=364, Throughput (videos/s)=12.222023.0890