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 1231–1240 of 14297 papers

Title	Date	Tasks	Status	Hype
RECAP: Retrieval-Augmented Audio Captioning	Sep 18, 2023	AudioCapsAudio captioning	CodeCode Available	1
Unified Coarse-to-Fine Alignment for Video-Text Retrieval	Sep 18, 2023	RetrievalText Retrieval	CodeCode Available	1
Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows	Sep 17, 2023	Retrieval	CodeCode Available	1
ODSum: New Benchmarks for Open Domain Multi-Document Summarization	Sep 16, 2023	Document SummarizationMulti-Document Summarization	CodeCode Available	1
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval	Sep 16, 2023	RetrievalStyle Transfer	CodeCode Available	1
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking	Sep 15, 2023	Claim VerificationExplanation Generation	CodeCode Available	1
HOC-Search: Efficient CAD Model and Pose Retrieval from RGB-D Scans	Sep 12, 2023	3D Object Retrieval3D Scene Reconstruction	CodeCode Available	1
Towards Content-based Pixel Retrieval in Revisited Oxford and Paris	Sep 11, 2023	Image RetrievalInstance Segmentation	CodeCode Available	1
OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data	Sep 11, 2023	Contrastive LearningDomain Generalization	CodeCode Available	1
From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery	Sep 11, 2023	DescriptiveDomain Adaptation	CodeCode Available	1

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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