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 1351–1360 of 14297 papers

Title	Date	Tasks	Status	Hype
Background-aware Moment Detection for Video Moment Retrieval	Jun 5, 2023	Moment RetrievalNatural Language Moment Retrieval	CodeCode Available	1
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems	Jun 5, 2023	BenchmarkingC++ code	CodeCode Available	1
I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval	Jun 4, 2023	Knowledge DistillationPassage Retrieval	CodeCode Available	1
Towards In-context Scene Understanding	Jun 2, 2023	Depth EstimationIn-Context Learning	CodeCode Available	1
Revisiting the Role of Language Priors in Vision-Language Models	Jun 2, 2023	Image-text matchingImage-text Retrieval	CodeCode Available	1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration	Jun 2, 2023	Information RetrievalRetrieval	CodeCode Available	1
End-to-end Knowledge Retrieval with Multi-modal Queries	Jun 1, 2023	BenchmarkingCross-Modal Retrieval	CodeCode Available	1
TimelineQA: A Benchmark for Question Answering over Timelines	Jun 1, 2023	Question AnsweringRetrieval	CodeCode Available	1
Chatting Makes Perfect: Chat-based Image Retrieval	May 31, 2023	Chat-based Image RetrievalImage Description	CodeCode Available	1
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels	May 31, 2023	Image ClassificationRetrieval	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