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 1901–1910 of 14297 papers

Title	Date	Tasks	Status	Hype
Bi-directional Training for Composed Image Retrieval via Text Prompt Learning	Mar 29, 2023	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1
Patent image retrieval using transformer-based deep metric learning	Sep 1, 2023	Image RetrievalMetric Learning	CodeCode Available	1
Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals	Nov 23, 2020	Retrieval	CodeCode Available	1
Cross-document Event Coreference Search: Task, Dataset and Modeling	Oct 23, 2022	Coreference ResolutionCross Document Coreference Resolution	CodeCode Available	1
Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention	Nov 21, 2022	Cross-Modal RetrievalLanguage Modeling	CodeCode Available	1
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers	Feb 19, 2024	image-classificationImage Classification	CodeCode Available	1
Semantic-Fused Multi-Granularity Cross-City Traffic Prediction	Feb 23, 2023	Graph structure learningManagement	CodeCode Available	1
PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description	Dec 4, 2020	Human DetectionInstance Segmentation	CodeCode Available	1
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation	Feb 27, 2025	Retrieval	CodeCode Available	1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility Study	Dec 21, 2020	Information RetrievalLanguage Modelling	CodeCode Available	1

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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