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 2561–2570 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
An overview on the evaluated video retrieval tasks at TRECVID 2022	Jun 22, 2023	Ad-hoc video searchRetrieval	CodeCode Available	1	5
Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction	May 4, 2023	In-Context LearningLanguage Modeling	CodeCode Available	1	5
Broken Neural Scaling Laws	Oct 26, 2022	Adversarial RobustnessContinual Learning	CodeCode Available	1	5
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List	Apr 15, 2021	Information RetrievalRetrieval	CodeCode Available	1	5
BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition	Aug 15, 2020	Face IdentificationFace Recognition	CodeCode Available	1	5
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval	Apr 29, 2022	Image RetrievalModel Compression	CodeCode Available	1	5
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization	Mar 11, 2021	geo-localizationImage Generation	CodeCode Available	1	5
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support	Feb 7, 2023	Response GenerationRetrieval	CodeCode Available	1	5
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization	Oct 23, 2022	RerankingRetrieval	CodeCode Available	1	5
LCD -- Line Clustering and Description for Place Recognition	Oct 21, 2020	ClusteringImage Retrieval	CodeCode Available	1	5

Show:10 25 50

← PrevPage 257 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