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 4301–4310 of 14297 papers

Title	Date	Tasks	Status	Score
ICECAP: Information Concentrated Entity-aware Image Captioning	Aug 4, 2021	ArticlesImage Captioning	CodeCode Available	5
ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval Models	Jun 28, 2023	RetrievalVideo Retrieval	CodeCode Available	5
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language Models	Jan 24, 2024	Knowledge Base Question AnsweringKnowledge Graphs	CodeCode Available	5
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents	Dec 8, 2019	Image RetrievalRetrieval	CodeCode Available	5
IDEAL: Independent Domain Embedding Augmentation Learning	May 21, 2021	Image RetrievalMetric Learning	CodeCode Available	5
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation	May 30, 2025	RAGRetrieval	CodeCode Available	5
HypeVPR: Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place Recognition	Jun 5, 2025	RetrievalVisual Place Recognition	CodeCode Available	5
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance Judgment	Apr 16, 2025	Information RetrievalRAG	CodeCode Available	5
Long-context Language Models Cannot Retrieve Without Sufficient Steps	Oct 6, 2024	Retrieval	CodeCode Available	5
iART: A Search Engine for Art-Historical Images to Support Research in the Humanities	Aug 3, 2021	ClusteringContent-Based Image Retrieval	CodeCode Available	5

Show:10 25 50

← PrevPage 431 of 1430Next →

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