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 4471–4480 of 14297 papers

Title	Date	Tasks	Status	Score
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases	Jan 26, 2023	Retrieval	CodeCode Available	5
Long-context Language Models Cannot Retrieve Without Sufficient Steps	Oct 6, 2024	Retrieval	CodeCode Available	5
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization	May 10, 2019	Anomaly DetectionRetrieval	CodeCode Available	5
Knowledge Corpus Error in Question Answering	Oct 27, 2023	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	5
How convolutional neural network see the world - A survey of convolutional neural network visualization methods	Apr 30, 2018	Image Retrievalobject-detection	CodeCode Available	5
How Different are Pre-trained Transformers for Text Ranking?	Apr 5, 2022	Passage RetrievalRetrieval	CodeCode Available	5
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations	Nov 1, 2021	Information RetrievalLanguage Modelling	CodeCode Available	5
How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image Retrieval	May 24, 2017	Image RetrievalRetrieval	CodeCode Available	5
Reverse-Engineering the Retrieval Process in GenIR Models	Mar 25, 2025	DecoderInformation Retrieval	CodeCode Available	5
Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Phenomena	Sep 22, 2017	RetrievalSentence	CodeCode Available	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