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 4771–4780 of 14297 papers

Title	Date	Tasks	Status	Score
Hadamard Wirtinger Flow for Sparse Phase Retrieval	Jun 1, 2020	Retrieval	CodeCode Available	5
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval	Mar 21, 2022	Information RetrievalMath	CodeCode Available	5
Guiding Retrieval using LLM-based Listwise Rankers	Jan 15, 2025	Retrieval	CodeCode Available	5
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models	Aug 14, 2019	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding	Dec 27, 2023	3D Classification3D Shape Recognition	CodeCode Available	5
CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives	Nov 29, 2024	reinforcement-learningReinforcement Learning	CodeCode Available	5
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-training	Aug 3, 2022	Genre classificationGraph Neural Network	CodeCode Available	5
GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?	Jun 9, 2024	Language ModelingLanguage Modelling	CodeCode Available	5
Efficient Training of Retrieval Models using Negative Cache	Dec 1, 2021	Information RetrievalRetrieval	CodeCode Available	5
Retrieval-based Localization Based on Domain-invariant Feature Learning under Changing Environments	Sep 23, 2019	Autonomous DrivingRetrieval	CodeCode Available	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