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 821–830 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing	May 25, 2022	Entity LinkingNovel Concepts	CodeCode Available	1	5
EDIS: Entity-Driven Image Search over Multimodal Web Content	May 23, 2023	Image RetrievalRetrieval	CodeCode Available	1	5
Adaptive Re-Ranking with a Corpus Graph	Aug 18, 2022	Passage RankingRe-Ranking	CodeCode Available	1	5
DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model	Jan 23, 2024	Retrieval	CodeCode Available	1	5
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model	Dec 18, 2022	Language ModelingLanguage Modelling	CodeCode Available	1	5
Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation	Jul 16, 2022	Graph GenerationImage Captioning	CodeCode Available	1	5
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image Matching	May 5, 2022	Content-Based Image RetrievalImage Retrieval	CodeCode Available	1	5
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes	Jun 21, 2024	ClassificationOut-of-Distribution Generalization	CodeCode Available	1	5
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective	Dec 8, 2023	Cross-Modal RetrievalData Augmentation	CodeCode Available	1	5
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification	Jul 18, 2020	Person Re-IdentificationRetrieval	CodeCode Available	1	5

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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