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 1011–1020 of 14297 papers

Title	Date	Tasks	Status	Hype
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition	Jan 1, 2021	Image-text RetrievalMedical Image Analysis	CodeCode Available	1
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval	Oct 8, 2023	Partially Relevant Video RetrievalRetrieval	CodeCode Available	1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective Partitioning	Sep 2, 2024	Code CompletionCombinatorial Optimization	CodeCode Available	1
Decomposed Prompting: A Modular Approach for Solving Complex Tasks	Oct 5, 2022	Information RetrievalRetrieval	CodeCode Available	1
DAPR: A Benchmark on Document-Aware Passage Retrieval	May 23, 2023	ArticlesPassage Retrieval	CodeCode Available	1
GOTPR: General Outdoor Text-based Place Recognition Using Scene Graph Retrieval with OpenStreetMap	Jan 15, 2025	Retrieval	CodeCode Available	1
A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent Attention	Sep 23, 2023	BlockingData Augmentation	CodeCode Available	1
GPR1200: A Benchmark for General-Purpose Content-Based Image Retrieval	Nov 25, 2021	Content-Based Image RetrievalImage Retrieval	CodeCode Available	1
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting	Mar 15, 2022	6D Pose Estimation6D Pose Estimation using RGB	CodeCode Available	1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration	Jun 6, 2025	Computational EfficiencyLanguage Modeling	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