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ResearchFormerly WizWand

Action Recognition on JIGSAWS Suturing (LOSO)

86.32Per-frame AccuracySDSDL
67.100872.090477.0882.0696Jan 29, 2018
Updated 8mo ago

Evaluation results

MethodLinks
SDSDLInput features=Kinematic2018.0186.32
SDL + SC-CRFInput features=Kinematic2018.0186.21
SC-CRF-SLInput features=Kinematic2018.0185.18
KSVD-SHMMInput features=Kinematic2018.0183.4
LC-SC-CRFInput features=Kinematic + Tool Distance2018.0183.4
BiLSTMSampling rate=5Hz2018.0183.3
GMM-HMMInput features=Kinematic2018.0182.22
MsM-CRFInput features=Kinematic2018.0181.99
SC-CRF-SLInput features=Kinematic2018.0181.74
LSTMSampling rate=5Hz2018.0180.5
BiLSTMSampling rate=30Hz2018.0180.15
TCNInput features=Kinematic2018.0179.6
SDSDLInput features=Kinematic2018.0178.68
LSTMSampling rate=30Hz2018.0178.38
SDL + SC-CRFInput features=Kinematic2018.0178.16
GMM-HMMInput features=Kinematic2018.0173.95
KSVD-SHMMInput features=Kinematic2018.0173.45
MsM-CRFInput features=Kinematic2018.0167.84