Updates

22/04/2015
- added additional baselines to CAT2000 results page

07/04/2015
- updated results of QCUT saliency

20/03/2015
- added Co-Occurrence Histogram based Saliency
- added SALICON saliency

09/03/2015
- added GNM saliency
- added fixation locations (for possible scanpath analysis) to CAT2000 training images

11/02/2014
- Ali Borji and Laurent Itti have joined the Saliency Benchmark Team!
- CAT2000 dataset has been added to the saliency benchmark

27/12/2014
- added Stochastic fixation prediction (SFP) model

04/12/2014
- updated LGS and LS models to smoothed versions

27/11/2014
- added LGS and LS models

18/11/2014
- added SAVAM video dataset to other datasets

05/11/2014
- added arxiv links for Deep Gaze 1

22/10/2014
- added Deep Gaze 1 performance

03/10/2014
- added Aboudib Magnification Saliency

29/09/2014
- added SWT saliency
- added baseline sample images

25/09/2014
- changed evaluation protocol: omit histogram matching to human ground-truth maps prior to computing SIM and EMD
- note: old performances still available here
- added code for optimizing center, blur, and histogram matching to a human fixation distribution
- sample images added to page

18/09/2014
- code added for eDN

17/09/2014
- added Outlier Saliency (OS) model

13/08/2014
- added code to calculate degrees of visual angle

12/08/2014
- added 4 additional metrics (AUC-Borji, sAUC, CC, NSS) to results table
- created git repository to house matlab code
- added new 2014 TPAMI paper for Region Contrast model

11/08/2014
- added baseline 'one human' (i.e. 1 vs 38), to differentiate from baseline 'infinite' humans (i.e. inf vs inf)
- added Holzbach's "Sampled Template Collation" model

08/08/2014
- new model sent in by Shunji Satoh

07/08/2014
- model performances table is now sortable by different metrics
- added a new baseline: permutation control, based on Koehler et al. [JoV 2014]

29/07/2014
- two new saliency datasets have been included from Qi Zhao (corresponding to two ECCV 2014 papers)
- Matthieu Perreira Da Silva's Visual Conspicuity (VICO) code included

05/2014 - 07/2014
- all models have been retested, and latest timestamps included with results
AIM, GBVS, SUN, IttiKoch1, and IttiKoch2 performances have slightly improved since first tested (latest code used, download date included)

06/2014
- new website launched at http://saliency.mit.edu; added comparison table for other saliency datasets

01/2012
- website first launched at http://people.csail.mit.edu/tjudd/SaliencyBenchmark