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 4281–4290 of 14297 papers

Title	Date	Tasks	Status	Score
CNN Features off-the-shelf: an Astounding Baseline for Recognition	Mar 23, 2014	AttributeGeneral Classification	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
Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval	May 31, 2019	Entity EmbeddingsLanguage Modeling	CodeCode Available	5
Improving the Robustness of Dense Retrievers Against Typos via Multi-Positive Contrastive Learning	Mar 16, 2024	Contrastive LearningData Augmentation	CodeCode Available	5
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents	Dec 8, 2019	Image RetrievalRetrieval	CodeCode Available	5
ICECAP: Information Concentrated Entity-aware Image Captioning	Aug 4, 2021	ArticlesImage Captioning	CodeCode Available	5
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing	Apr 9, 2019	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	5
cMinMax: A Fast Algorithm to Find the Corners of an N-dimensional Convex Polytope	Nov 28, 2020	3D Object DetectionImage Registration	CodeCode Available	5
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition	Jul 25, 2024	Instrument RecognitionRetrieval	CodeCode Available	5
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments	Oct 20, 2020	Image RetrievalRetrieval	CodeCode Available	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