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 951–960 of 14297 papers

Title	Date	Tasks	Status	Hype
Random Walks in Self-supervised Learning for Triangular Meshes	Mar 2, 2025	ClusteringContrastive Learning	—Unverified	0
A Semantic Search Pipeline for Causality-driven Adhoc Information Retrieval	Mar 2, 2025	Information RetrievalRetrieval	—Unverified	0
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks	Mar 2, 2025	BenchmarkingChatbot	—Unverified	0
U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-Haystack	Mar 1, 2025	HallucinationRAG	CodeCode Available	0
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval	Mar 1, 2025	GPUQuestion Answering	CodeCode Available	2
ABC: Achieving Better Control of Multimodal Embeddings using VLMs	Mar 1, 2025	Image to textImage-to-Text Retrieval	—Unverified	0
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions	Mar 1, 2025	Information RetrievalRAG	CodeCode Available	2
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM	Mar 1, 2025	Information RetrievalRAG	—Unverified	0
Fine-Grained Retrieval-Augmented Generation for Visual Question Answering	Feb 28, 2025	Question AnsweringRAG	—Unverified	0
Variations in Relevance Judgments and the Shelf Life of Test Collections	Feb 28, 2025	Retrieval	—Unverified	0

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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