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 1881–1890 of 14297 papers

Title	Date	Tasks	Status	Hype
Cross-Modal Adapter for Text-Video Retrieval	Nov 17, 2022	parameter-efficient fine-tuningRetrieval	CodeCode Available	1
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval	May 25, 2025	Passage RetrievalRetrieval	CodeCode Available	1
Optimizing Rank-based Metrics with Blackbox Differentiation	Dec 7, 2019	Image Retrievalobject-detection	CodeCode Available	1
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems	Mar 19, 2025	Question AnsweringRAG	CodeCode Available	1
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation	Feb 5, 2024	Knowledge DistillationRetrieval	CodeCode Available	1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging	Aug 17, 2021	Compressive SensingComputational Efficiency	CodeCode Available	1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval	Oct 19, 2022	Cross-Modal RetrievalImage Retrieval	CodeCode Available	1
Overview of the TREC 2019 deep learning track	Mar 17, 2020	Deep LearningPassage Retrieval	CodeCode Available	1
OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D Data	Nov 6, 2023	3D Open-Vocabulary Instance SegmentationRegion Proposal	CodeCode Available	1
Semantic-Fused Multi-Granularity Cross-City Traffic Prediction	Feb 23, 2023	Graph structure learningManagement	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