HyperAI超神経

プラットフォーム

Image Paragraph Captioning On Image Paragraph

評価指標

BLEU-4

CIDEr

METEOR

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

				Paper Title
HSGED(SLL)	11.26	36.02	18.33	Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning
SCST training, w/ rep. penalty	10.58	30.63	17.86	Training for Diversity in Image Paragraph Captioning
IMAP	10.29	24.07	17.36	Interactive Key-Value Memory-augmented Attention for 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
RTT-GAN (Semi + Fully)	9.21	20.36	18.39	Recurrent Topic-Transition GAN for Visual Paragraph Generation
Regions-Hierarchical (ours)	8.69	13.52	15.95	A Hierarchical Approach for Generating Descriptive Image Paragraphs
Dual-CNN	8.6	17.4	15.8	Dual-CNN: A Convolutional language decoder for paragraph image captioning
Depth-aware Attention Model (DAM)	6.7	17.3	13.9	Look Deeper See Richer: Depth-aware Image Paragraph 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

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Image Paragraph Captioning On Image Paragraph | SOTA | HyperAI超神経