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 2911–2920 of 14297 papers

Title	Date	Tasks	Status
A Compact FP-Tree for Fast Frequent Pattern Retrieval	Nov 1, 2013	Information RetrievalRetrieval	—Unverified
Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation	Aug 2, 2024	Image-text RetrievalRetrieval	—Unverified
Deep Learning Applied to Image and Text Matching	Sep 14, 2015	Deep LearningImage Retrieval	—Unverified
Deep-learning-based classification and retrieval of components of a process plant from segmented point clouds	Dec 13, 2019	General ClassificationObject Recognition	—Unverified
Deep Learning Based Image Retrieval in the JPEG Compressed Domain	Jul 8, 2021	Content-Based Image RetrievalDeep Learning	—Unverified
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs	Aug 1, 2017	Biomedical Information RetrievalInformation Retrieval	—Unverified
Bioptic B1: A Target-Agnostic Potency-Based Small Molecules Search Engine	Jun 13, 2024	Retrieval	—Unverified
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views	Nov 19, 2015	Information RetrievalRetrieval	—Unverified
Deep Keyphrase Completion	Oct 29, 2021	DecoderKeyphrase Extraction	—Unverified
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions	Jun 6, 2025	Information RetrievalQuestion Answering	—Unverified

Show:10 25 50

← PrevPage 292 of 1430Next →

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