Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1861–1870 of 14297 papers

Title	Date	Tasks	Status	Hype
RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning	Apr 24, 2022	Human-Object Interaction DetectionObject	CodeCode Available	1
Training and challenging models for text-guided fashion image retrieval	Apr 23, 2022	AttributeImage Retrieval	CodeCode Available	1
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances	Apr 22, 2022	ChatbotRetrieval	CodeCode Available	1
Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction	Apr 22, 2022	Contrastive LearningDecoder	CodeCode Available	1
Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues	Apr 22, 2022	Language ModellingRetrieval	CodeCode Available	1
The 6th AI City Challenge	Apr 21, 2022	Retrieval	CodeCode Available	1
Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information	Apr 21, 2022	Cross-Modal RetrievalImage Retrieval	CodeCode Available	1
Video Moment Retrieval from Text Queries via Single Frame Annotation	Apr 20, 2022	Contrastive LearningMoment Retrieval	CodeCode Available	1
A Corpus for Understanding and Generating Moral Stories	Apr 20, 2022	Retrieval	CodeCode Available	1
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval	Apr 20, 2022	Cross-Modal RetrievalRetrieval	CodeCode Available	1

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified