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Table 2 The ROC areas on three eye tracking datasets

From: Saliency detection in complex scenes

 

BRUCE

MIT-1003

DOVES

Method

dataset

dataset

dataset

IT [1]

0.5709

0.6835

0.5548

AIM [11]

0.6275

0.7662

0.6201

SR [36]

0.5315

0.6977

0.5429

GB [13]

0.5237

0.6857

0.5061

SER [41]

0.6632

0.7835

0.6716

CA [49]

0.6307

0.7585

0.6271

AC [20]

0.5520

0.6251

0.5312

MSS [34]

0.6107

0.6774

0.5530

RC [22]

0.6461

0.7568

0.6176

SF [38]

0.6601

0.7019

0.6492

MR [39]

0.7378

0.7766

0.7375

DSR [40]

0.7144

0.7908

0.7021

PMa

0.7626

0.8027

0.7503

  1. aThe proposed method. The numbers in italics show the best method which achieves the maximal ROC area on each dataset.