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 2031–2040 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Hyperbolic Image-Text Representations	Apr 18, 2023	image-classificationImage Classification	CodeCode Available	1	5
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems	Apr 2, 2024	FormLong Form Question Answering	CodeCode Available	1	5
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting	Mar 15, 2022	6D Pose Estimation6D Pose Estimation using RGB	CodeCode Available	1	5
Backpropagation through Combinatorial Algorithms: Identity with Projection Works	May 30, 2022	Density EstimationGraph Matching	CodeCode Available	1	5
A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent Attention	Sep 23, 2023	BlockingData Augmentation	CodeCode Available	1	5
AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages	May 11, 2023	Question AnsweringRetrieval	CodeCode Available	1	5
Removing Biases from Molecular Representations via Information Maximization	Dec 1, 2023	FairnessMolecular Property Prediction	CodeCode Available	1	5
Hyperbolic Image Embeddings	Apr 3, 2019	Few-Shot LearningGeneral Classification	CodeCode Available	1	5
Bridging Language Gaps in Audio-Text Retrieval	Jun 11, 2024	AudioCapsRetrieval	CodeCode Available	1	5
Hyperbolic Relevance Matching for Neural Keyphrase Extraction	May 4, 2022	Information RetrievalKeyphrase Extraction	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