HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Image Paragraph Captioning On Image Paragraph

평가 지표

BLEU-4

CIDEr

METEOR

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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