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Fact-based Visual Question Answering on FVQA 1.0 (test)

87.3WUPS@0.0 (Top-1)

Human

Updated 4d ago

Evaluation Results

Method	Links
Human 2016.06		87.3	-	-
KB-query model (gt QQmapping) 2016.06		73.98	78.67	79.98
KB-query model (top-3-QQmaping) 2016.06		72.34	77.52	78.69
Hie-Question+Image+Pre-VQA 2016.06		71.51	82.71	89.01
Hie-Question+Image 2016.06		66.11	78.9	86.32
KB-query model (top-1-QQmaping) 2016.06		64.96	69.57	70.64
LSTM-Question+Image+Pre-VQA 2016.06		63.42	76.63	84.94
LSTM-Question+Image 2016.06		61.86	74.45	83.54
SVM-Question+Image 2016.06		59.97	73.39	81.93
SVM-Image 2016.06		59.64	73.3	81.77
LSTM-Image 2016.06		59.53	73.83	83.53
SVM-Question 2016.06		56.88	68.45	76.93
LSTM-Question 2016.06		51.45	65.65	75.76