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

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Showing 4251–4260 of 14297 papers

Title	Date	Tasks	Status	Score
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks	Aug 22, 2022	AllCross-Modal Retrieval	CodeCode Available	5
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERT	Apr 17, 2021	Information RetrievalRetrieval	CodeCode Available	5
Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge Description	Oct 28, 2019	Image RetrievalRetrieval	CodeCode Available	5
code2seq: Generating Sequences from Structured Representations of Code	Aug 4, 2018	Code SummarizationNMT	CodeCode Available	5
COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval	May 22, 2018	Retrieval	CodeCode Available	5
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in History	Oct 16, 2023	Question AnsweringRetrieval	CodeCode Available	5
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials	Apr 6, 2024	Natural Language InferenceRAG	CodeCode Available	5
ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval Models	Jun 28, 2023	RetrievalVideo Retrieval	CodeCode Available	5
IDEAL: Independent Domain Embedding Augmentation Learning	May 21, 2021	Image RetrievalMetric Learning	CodeCode Available	5
A^2-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval	Dec 1, 2021	AttributeDecoder	CodeCode Available	5

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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