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ResearchFormerly WizWand

Sign Language Recognition on CSL-Daily (test)

0.253WERTwoStream-SLR (Ours)
0.246720.289110.33150.37389Nov 2, 2022Feb 2, 2023May 5, 2023Aug 6, 2023Nov 6, 2023Feb 6, 2024May 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TwoStream-SLR (Ours)Modality=RGB + Pose2022.110.253
TwoStream-SLRModality=RGB-based, Pre-trained=Yes2024.050.253
MSKA-SLRModality=Keypoint-based, Pre-trained=No2024.050.278
CTCAModality=RGB-based, Pre-trained=Yes2024.050.294
CorrNetModality=RGB-based, Pre-trained=Yes2024.050.301
AdaBrowse+Modality=RGB-based, Pre-trained=Yes2024.050.307
Joint-SLRTModality=RGB2022.110.32
Joint-SLRTModality=RGB-based, Pre-trained=No2024.050.32
DNF (RGB)Modality=RGB2022.110.324
DNFModality=RGB-based, Pre-trained=Yes2024.050.324
SignBTModality=RGB2022.110.332
SignBTModality=RGB-based, Pre-trained=Yes2024.050.332
FCNModality=RGB2022.110.335
FCNModality=RGB-based, Pre-trained=No2024.050.335
TwoStream-SLRModality=Keypoint-based, Pre-trained=Yes2024.050.341
LS-HANModality=RGB2022.110.394
LS-HANModality=RGB-based, Pre-trained=Yes2024.050.394
SubUNetsModality=RGB2022.110.41
SubUNetsModality=RGB-based, Pre-trained=Yes2024.050.41