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 2211–2220 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
CONQUER: Contextual Query-aware Ranking for Video Corpus Moment Retrieval	Sep 21, 2021	Corpus Video Moment RetrievalMoment Retrieval	CodeCode Available	1	5
Progressive Correspondence Pruning by Consensus Learning	Jan 3, 2021	Camera Pose EstimationDenoising	CodeCode Available	1	5
Consensus-Aware Visual-Semantic Embedding for Image-Text Matching	Jul 17, 2020	Image CaptioningImage-text matching	CodeCode Available	1	5
KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation	Mar 15, 2024	3D Shape RetrievalRetrieval	CodeCode Available	1	5
Clickbait Spoiling via Question Answering and Passage Retrieval	Mar 19, 2022	Passage RetrievalQuestion Answering	CodeCode Available	1	5
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs	Dec 18, 2023	Graph AttentionInformation Retrieval	CodeCode Available	1	5
Constructing and Evaluating Declarative RAG Pipelines in PyTerrier	Jun 12, 2025	Natural QuestionsRAG	CodeCode Available	1	5
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction	Jan 24, 2024	DenoisingRelation	CodeCode Available	1	5
CaseLink: Inductive Graph Learning for Legal Case Retrieval	Mar 26, 2024	Graph LearningRetrieval	CodeCode Available	1	5
In Defense of Cross-Encoders for Zero-Shot Retrieval	Dec 12, 2022	Retrieval	CodeCode Available	1	5

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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