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 1741–1750 of 14297 papers

Title	Date	Tasks	Status	Hype
Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval	Aug 11, 2022	Ad-Hoc Information RetrievalDomain Adaptation	CodeCode Available	1
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval	Aug 8, 2022	Retrieval	CodeCode Available	1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding	Aug 5, 2022	Image RetrievalQuestion Answering	CodeCode Available	1
Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-Identification	Aug 4, 2022	Cross-Modal RetrievalPerson Re-Identification	CodeCode Available	1
A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval	Aug 3, 2022	Data AugmentationRetrieval	CodeCode Available	1
Large-Scale Product Retrieval with Weakly Supervised Representation Learning	Aug 1, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	Jul 31, 2022	Knowledge DistillationLanguage Modeling	CodeCode Available	1
Towards Privacy-Preserving, Real-Time and Lossless Feature Matching	Jul 30, 2022	Face RecognitionImage Retrieval	CodeCode Available	1
DAS: Densely-Anchored Sampling for Deep Metric Learning	Jul 30, 2022	Face RecognitionImage Retrieval	CodeCode Available	1
EEG2Mel: Reconstructing Sound from Brain Responses to Music	Jul 28, 2022	EEGElectroencephalogram (EEG)	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