HyperAI超神经

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中文

HyperAI超神经

Image Paragraph Captioning On Image Paragraph

评估指标

BLEU-4

CIDEr

METEOR

评测结果

各个模型在此基准测试上的表现结果

模型名称	BLEU-4	CIDEr	METEOR	Paper Title	Repository
IMAP	10.29	24.07	17.36	Interactive Key-Value Memory-augmented Attention for Image Paragraph Captioning	-
Dual-CNN	8.6	17.4	15.8	Dual-CNN: A Convolutional language decoder for paragraph image captioning	-
IMG+LNG	4.67	26.38	11.30	When an Image Tells a Story: The Role of Visual and Semantic Information for Generating Paragraph Descriptions	-
SCST training, w/ rep. penalty	10.58	30.63	17.86	Training for Diversity in Image Paragraph Captioning
CAE-LSTM	9.67	25.15	18.82	Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation	-
Diverse and Coherent Paragraph Generation from Images	9.43	20.93	18.62	Diverse and Coherent Paragraph Generation from Images	-
HSGED(SLL)	11.26	36.02	18.33	Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning	-
RTT-GAN (Semi + Fully)	9.21	20.36	18.39	Recurrent Topic-Transition GAN for Visual Paragraph Generation	-
Depth-aware Attention Model (DAM)	6.7	17.3	13.9	Look Deeper See Richer: Depth-aware Image Paragraph Captioning	-
Regions-Hierarchical (ours)	8.69	13.52	15.95	A Hierarchical Approach for Generating Descriptive Image Paragraphs

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