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 4931–4940 of 14297 papers

Title	Date	Tasks	Status	Score
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System	Aug 13, 2019	Deep Reinforcement LearningQuestion Answering	CodeCode Available	5
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval	Sep 1, 2018	Image RetrievalMulti-Task Learning	CodeCode Available	5
Generative Adversarial User Privacy in Lossy Single-Server Information Retrieval	Dec 7, 2020	Generative Adversarial NetworkInformation Retrieval	CodeCode Available	5
Generative AI Enhanced Financial Risk Management Information Retrieval	Apr 4, 2025	Information RetrievalManagement	CodeCode Available	5
Cross-Camera Trajectories Help Person Retrieval in a Camera Network	Apr 27, 2022	Person RetrievalRe-Ranking	CodeCode Available	5
Gray Level Co-Occurrence Matrices: Generalisation and Some New Features	May 22, 2012	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information Retrieval	Apr 29, 2024	Information RetrievalRetrieval	CodeCode Available	5
Generating Natural Questions About an Image	Mar 19, 2016	Image CaptioningNatural Questions	CodeCode Available	5
Dual-Encoders for Extreme Multi-Label Classification	Oct 16, 2023	ClassificationExtreme Multi-Label Classification	CodeCode Available	5
Generating Images from Captions with Attention	Nov 9, 2015	Image GenerationRetrieval	CodeCode Available	5

Show:10 25 50

← PrevPage 494 of 1430Next →

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