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 2481–2490 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models	Oct 2, 2023	HallucinationRetrieval	CodeCode Available	1	5
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval	Jun 24, 2021	Computational EfficiencyKnowledge Distillation	CodeCode Available	1	5
Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction	May 4, 2023	In-Context LearningLanguage Modeling	CodeCode Available	1	5
NFT1000: A Cross-Modal Dataset for Non-Fungible Token Retrieval	Jan 29, 2024	Retrieval	CodeCode Available	1	5
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents	Oct 1, 2022	document understandingForm	CodeCode Available	1	5
KSS-ICP: Point Cloud Registration based on Kendall Shape Space	Nov 5, 2022	Point Cloud RegistrationRetrieval	CodeCode Available	1	5
Document-level Claim Extraction and Decontextualisation for Fact-Checking	Jun 5, 2024	Extractive SummarizationFact Checking	CodeCode Available	1	5
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features	Aug 6, 2021	Image RetrievalRepresentation Learning	CodeCode Available	1	5
Maximum Likelihood based Phase-Retrieval using Fresnel Propagation Forward Models with Optional Constraints	Apr 29, 2023	3D ReconstructionRetrieval	CodeCode Available	1	5
KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation	Mar 15, 2024	3D Shape RetrievalRetrieval	CodeCode Available	1	5

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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