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 1581–1590 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Deformation-Aware 3D Model Embedding and Retrieval	Apr 2, 2020	3D Object ReconstructionMetric Learning	CodeCode Available	1	5
Defending Against Social Engineering Attacks in the Age of LLMs	Jun 18, 2024	Retrieval	CodeCode Available	1	5
FreestyleRet: Retrieving Images from Style-Diversified Queries	Dec 5, 2023	Image RetrievalRetrieval	CodeCode Available	1	5
Frame-wise Cross-modal Matching for Video Moment Retrieval	Sep 22, 2020	Boundary DetectionMoment Retrieval	CodeCode Available	1	5
A multi-task semi-supervised framework for Text2Graph & Graph2Text	Feb 12, 2022	Information RetrievalRetrieval	CodeCode Available	1	5
Dense-Captioning Events in Videos	May 2, 2017	Dense CaptioningRetrieval	CodeCode Available	1	5
Learning to Evaluate Performance of Multi-modal Semantic Localization	Sep 14, 2022	Cross-Modal RetrievalReferring Expression	CodeCode Available	1	5
Forward Compatible Training for Large-Scale Embedding Retrieval Systems	Dec 6, 2021	Representation LearningRetrieval	CodeCode Available	1	5
Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning	Mar 28, 2022	Action ClassificationContrastive Learning	CodeCode Available	1	5
From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery	Sep 11, 2023	DescriptiveDomain Adaptation	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