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High-level Activity Labeling on CAD-120

84.7Micro P/R

full model

Updated 4d ago

Evaluation Results

Method	Links
full model 2012.10		84.7	85.3	84.2
no temporal interactions 2012.10		81.4	83.2	80.8
no object interactions 2012.10		80.6	81.9	80
full, multi-seg learning 2012.10		80.6	81.1	80
full model with tracking 2012.10		79	78.6	78.3
full, 1 segment. (averaged) 2012.10		79	81.8	78.3
full, 1 segment. (best) 2012.10		77.5	80.1	76.7
full, multi-seg learning + tracking 2012.10		75	75.8	74.2
object only 2012.10		59.7	56.3	58.3
image only 2012.10		34.7	24.2	35.8
SVM multiclass 2012.10		30.6	27.4	31.2
sub-activity only 2012.10		27.4	31.8	27.7
MEMM 2012.10		26.4	23.7	23.7
max class 2012.10		10	10	10