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 341–350 of 14297 papers

Title	Date	Tasks	Status	Hype
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models	Jul 6, 2024	Medical DiagnosisRAG	CodeCode Available	2
RAM: Retrieval-Based Affordance Transfer for Generalizable Zero-Shot Robotic Manipulation	Jul 5, 2024	Human-Object Interaction DetectionRetrieval	CodeCode Available	2
Associative Recurrent Memory Transformer	Jul 5, 2024	Retrieval	CodeCode Available	2
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents	Jul 5, 2024	Decision MakingMulti-hop Question Answering	CodeCode Available	2
Mixture of A Million Experts	Jul 4, 2024	Computational EfficiencyLanguage Modeling	CodeCode Available	2
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models	Jul 3, 2024	BenchmarkingCode Search	CodeCode Available	2
MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation	Jul 2, 2024	HallucinationRAG	CodeCode Available	2
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing	Jul 1, 2024	DenoisingImage Restoration	CodeCode Available	2
The Surprising Effectiveness of Multimodal Large Language Models for Video Moment Retrieval	Jun 26, 2024	Action LocalizationMoment Retrieval	CodeCode Available	2
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation	Jun 26, 2024	HallucinationKnowledge Base Question Answering	CodeCode Available	2

Show:10 25 50

← PrevPage 35 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