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

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Showing 3221–3230 of 14297 papers

Title	Date	Tasks	Status	Score
Learning a Deep Listwise Context Model for Ranking Refinement	Apr 16, 2018	Information RetrievalLearning-To-Rank	CodeCode Available	5
Learning a metric for class-conditional KNN	Jul 11, 2016	ClassificationGeneral Classification	CodeCode Available	5
Cross-Modal Learning with Adversarial Samples	Dec 1, 2019	Retrieval	CodeCode Available	5
Accelerating Hopfield Network Dynamics: Beyond Synchronous Updates and Forward Euler	Nov 27, 2023	Retrieval	CodeCode Available	5
Learned k-NN Distance Estimation	Aug 29, 2022	Retrieval	CodeCode Available	5
Learning Compressed Sentence Representations for On-Device Text Processing	Jun 19, 2019	RetrievalSentence	CodeCode Available	5
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations	Jan 10, 2022	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5
AMuRD: Annotated Arabic-English Receipt Dataset for Key Information Extraction and Classification	Sep 18, 2023	ClassificationKey Information Extraction	CodeCode Available	5
CSCPR: Cross-Source-Context Indoor RGB-D Place Recognition	Jul 24, 2024	RerankingRetrieval	CodeCode Available	5
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos	Jun 6, 2019	Moment RetrievalNatural Language Queries	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