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 1461–1470 of 14297 papers

Title	Date	Tasks	Status	Hype
Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation	Apr 12, 2023	2D Object DetectionImage Retrieval	CodeCode Available	1
Rethinking Dense Retrieval's Few-Shot Ability	Apr 12, 2023	Retrieval	CodeCode Available	1
Are Local Features All You Need for Cross-Domain Visual Place Recognition?	Apr 12, 2023	AllRe-Ranking	CodeCode Available	1
WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus	Apr 10, 2023	ArticlesRetrieval	CodeCode Available	1
Learning to Tokenize for Generative Retrieval	Apr 9, 2023	Retrieval	CodeCode Available	1
Generative Recommendation: Towards Next-generation Recommender Paradigm	Apr 7, 2023	Recommendation SystemsRetrieval	CodeCode Available	1
T2Ranking: A large-scale Chinese Benchmark for Passage Ranking	Apr 7, 2023	Information RetrievalPassage Ranking	CodeCode Available	1
Self-Supervised Video Similarity Learning	Apr 6, 2023	ISVRRetrieval	CodeCode Available	1
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate	Apr 5, 2023	RetrievalWord Embeddings	CodeCode Available	1
Efficient OCR for Building a Diverse Digital History	Apr 5, 2023	DiversityImage Retrieval	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