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 631–640 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions	Nov 19, 2021	RetrievalSuper-Resolution	CodeCode Available	1	5
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine	May 1, 2024	Language ModelingLanguage Modelling	CodeCode Available	1	5
Deformation-Aware 3D Model Embedding and Retrieval	Apr 2, 2020	3D Object ReconstructionMetric Learning	CodeCode Available	1	5
Deep Unsupervised Image Hashing by Maximizing Bit Entropy	Dec 22, 2020	Deep HashingRetrieval	CodeCode Available	1	5
2nd Place Solution to Google Landmark Retrieval 2021	Oct 8, 2021	Image RetrievalPerson Re-Identification	CodeCode Available	1	5
Defending Against Social Engineering Attacks in the Age of LLMs	Jun 18, 2024	Retrieval	CodeCode Available	1	5
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering	Oct 16, 2020	Information RetrievalManagement	CodeCode Available	1	5
Biomedical Concept Relatedness -- A large EHR-based benchmark	Oct 30, 2020	Retrieval	CodeCode Available	1	5
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019	Jun 10, 2019	Landmark RecognitionReranking	CodeCode Available	1	5
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational Bioimaging	Oct 23, 2023	ChatbotInformation 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