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Image Search on Flickr8k (test)

41R@1Full-IMRAM
4.49613.97323.4532.927Nov 17, 2014Oct 6, 2015Aug 24, 2016Jul 13, 2017Jun 1, 2018Apr 20, 2019Mar 8, 2020

Evaluation results

MethodLinks
Full-IMRAMmatching strategy=Full (Image + Text)2020.034179.9—69.2420
Text-IMRAMmatching strategy=grounded on Text2020.0340.279.2—69412.1
SCANre-run using authors' code=true2020.0338.378.9—67.8407.4
Image-IMRAMmatching strategy=grounded on Image2020.033273.9—61.4379.2
m-CNN2020.0320.361.7—47.6275.2
NIC2014.1119645——
MNLM2014.11135210——
m-RNN2014.11124215——
DVSA2020.0311.844.7—32.1199.9
DeFrag2014.11104315——
DeViSE2020.035.929.6—20.1104.2