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 1521–1530 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Data Roaming and Quality Assessment for Composed Image Retrieval	Mar 16, 2023	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1	5
Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning	Oct 17, 2020	RetrievalTransfer Learning	CodeCode Available	1	5
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding	Dec 18, 2024	Highlight DetectionMoment Retrieval	CodeCode Available	1	5
Adaptive label-aware graph convolutional networks for cross-modal retrieval	Aug 6, 2021	Cross-Modal RetrievalRepresentation Learning	CodeCode Available	1	5
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing	May 5, 2025	In-Context Reinforcement LearningRAG	CodeCode Available	1	5
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples	Nov 22, 2021	Knowledge GraphsLanguage Modeling	CodeCode Available	1	5
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing	Apr 27, 2021	BenchmarkingRetrieval	CodeCode Available	1	5
Fine-Grained Image-Text Matching by Cross-Modal Hard Aligning Network	Jan 1, 2023	Image-text matchingRetrieval	CodeCode Available	1	5
Audio Embeddings as Teachers for Music Classification	Jun 30, 2023	ClassificationInformation Retrieval	CodeCode Available	1	5
Fine-grained Post-training for Improving Retrieval-based Dialogue Systems	May 24, 2021	Conversational Response SelectionRetrieval	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