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 881–890 of 14297 papers

Title	Date	Tasks	Status	Hype
A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval	Jun 4, 2021	Graph MatchingImage Retrieval	CodeCode Available	1
ELITE: Embedding-Less retrieval with Iterative Text Exploration	May 17, 2025	graph constructionRAG	CodeCode Available	1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations	Jun 5, 2020	ClusteringContrastive Learning	CodeCode Available	1
Embedding contrastive unsupervised features to cluster in- and out-of-distribution noise in corrupted image datasets	Jul 4, 2022	ClusteringContrastive Learning	CodeCode Available	1
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries	Oct 19, 2022	DecoderDrug Discovery	CodeCode Available	1
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval	Oct 30, 2024	RAGResponse Generation	CodeCode Available	1
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval	Dec 5, 2023	Language ModellingRetrieval	CodeCode Available	1
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks	Oct 30, 2022	Computational EfficiencyQuestion Answering	CodeCode Available	1
A Deep Recurrent Survival Model for Unbiased Ranking	Apr 30, 2020	Information Retrievalmodel	CodeCode Available	1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing	Apr 27, 2021	BenchmarkingRetrieval	CodeCode Available	1

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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