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 1471–1480 of 14297 papers

Title	Date	Tasks	Status	Hype
3rd Place Solution to "Google Landmark Retrieval 2020"	Aug 24, 2020	ClusteringData Augmentation	CodeCode Available	1
Cross-modal Retrieval for Knowledge-based Visual Question Answering	Jan 11, 2024	Cross-Modal RetrievalQuestion Answering	CodeCode Available	1
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models	Oct 11, 2023	RetrievalRetrieval-augmented Generation	CodeCode Available	1
Geo-Localization via Ground-to-Satellite Cross-View Image Retrieval	May 22, 2022	geo-localizationImage Retrieval	CodeCode Available	1
Cross Modal Retrieval with Querybank Normalisation	Dec 23, 2021	Cross-Modal RetrievalMetric Learning	CodeCode Available	1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training	Jun 1, 2022	Contrastive LearningCross-Lingual Transfer	CodeCode Available	1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval	Oct 19, 2022	Cross-Modal RetrievalImage Retrieval	CodeCode Available	1
Cross-modal Contrastive Learning for Speech Translation	May 5, 2022	Contrastive LearningRetrieval	CodeCode Available	1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval	Jul 29, 2020	Image RetrievalRetrieval	CodeCode Available	1
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding	Aug 1, 2021	Data AugmentationDecoder	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