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ResearchFormerly WizWand

Action Classification on Nursing Home Dataset (test)

85.5AccuracyGated Untied Weights
81.943282.866683.7984.7134Nov 13, 2015
Updated 8mo ago

Evaluation results

MethodLinks
Gated Untied WeightsIterations=22015.1185.5
Gated Untied WeightsIterations=32015.1185.5
Gated Tied WeightsIterations=22015.1185.32
Gated Tied WeightsIterations=32015.1185.32
Untied WeightsIterations=22015.1184.94
Untied WeightsIterations=32015.1184.94
Tied WeightsIterations=22015.1184.91
Tied WeightsIterations=32015.1184.91
Deep Struct. ModelIterations=22015.1184.7
Gated Tied WeightsIterations=12015.1184.46
Gated Untied WeightsIterations=12015.1184.46
Tied WeightsIterations=12015.1183.68
Untied WeightsIterations=12015.1183.68
CRF + CNNIterations=22015.1183.64
Struct. SVM + CNNIterations=22015.1182.08