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Image Captioning on Flickr30k (BLEU 1-4, PPL)

0.78BLEU-1

Att-GT+LSTM

Updated 3d ago

Evaluation Results

Method	Links
Att-GT+LSTM 2016.03		0.78	0.57	0.42	0.3	14.88
Att-RegionCNN+LSTM 2016.03		0.73	0.55	0.4	0.28	15.96
Att-GlobalCNN+LSTM 2016.03		0.7	0.5	0.35	0.27	16
Att-SVM+LSTM 2016.03		0.68	0.49	0.33	0.23	16.01
Xu et al. (Hard-Attention) 2016.03		0.67	0.44	0.3	0.2	-
VggNet+ft+LSTM 2016.03		0.67	0.47	0.31	0.21	16.62
Google(NIC) 2016.03		0.66	-	-	-	-
Mao et al. (m-Rnn-VggNet) 2016.03		0.6	0.41	0.28	0.19	20.72
Donahue et al. (LRCN) 2016.03		0.59	0.39	0.25	0.17	-
VggNet-PCA+LSTM 2016.03		0.59	0.4	0.26	0.17	18.92
Karpathy & Li (NeuralTalk) 2016.03		0.57	0.37	0.24	0.16	-
VggNet+LSTM 2016.03		0.57	0.38	0.25	0.17	18.83
Mao et al. (m-Rnn-AlexNet) 2016.03		0.54	0.36	0.23	0.15	35.11
Chen & Zintick (Mind's Eye) 2016.03		-	-	-	0.13	19.1