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 51–60 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs	Nov 21, 2024	Retrieval	CodeCode Available	5	5
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models	Jun 5, 2025	RerankingRetrieval	CodeCode Available	5	5
KBLaM: Knowledge Base augmented Language Model	Oct 14, 2024	8kGPU	CodeCode Available	5	5
ImageBind: One Embedding Space To Bind Them All	May 9, 2023	AllCross-Modal Retrieval	CodeCode Available	5	5
Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG	Jan 15, 2025	Natural Language UnderstandingRAG	CodeCode Available	5	5
Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese	Nov 2, 2022	Contrastive Learningimage-classification	CodeCode Available	5	5
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation	Jan 28, 2022	Image CaptioningImage-text matching	CodeCode Available	5	5
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads	Oct 14, 2024	GPUQuantization	CodeCode Available	4	5
Long-CLIP: Unlocking the Long-Text Capability of CLIP	Mar 22, 2024	Image GenerationImage Retrieval	CodeCode Available	4	5
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation	Aug 8, 2024	ChunkingFact Checking	CodeCode Available	4	5

Show:10 25 50

← PrevPage 6 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