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 4331–4340 of 14297 papers

Title	Date	Tasks	Status	Hype
Uni3DL: Unified Model for 3D and Language Understanding	Dec 5, 2023	Cross-Modal RetrievalInstance Segmentation	—Unverified	0
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models	Dec 5, 2023	RetrievalText Retrieval	—Unverified	0
RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!	Dec 5, 2023	Information RetrievalReranking	CodeCode Available	2
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval	Dec 5, 2023	Language ModellingRetrieval	CodeCode Available	1
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models	Dec 5, 2023	Passage RetrievalRetrieval	—Unverified	0
DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework	Dec 5, 2023	ClassificationIn-Context Learning	CodeCode Available	0
Leveraging Domain Adaptation and Data Augmentation to Improve Qur'anic IR in English and Arabic	Dec 5, 2023	Data AugmentationDomain Adaptation	—Unverified	0
FreestyleRet: Retrieving Images from Style-Diversified Queries	Dec 5, 2023	Image RetrievalRetrieval	CodeCode Available	1
RetriBooru: Leakage-Free Retrieval of Conditions from Reference Images for Subject-Driven Generation	Dec 5, 2023	DiversityFace Generation	—Unverified	0
Searching Dense Representations with Inverted Indexes	Dec 4, 2023	Passage RankingRetrieval	—Unverified	0

Show:10 25 50

← PrevPage 434 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