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 511–520 of 14297 papers

Title	Date	Tasks	Status	Hype
Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness	Apr 26, 2025	Information RetrievalRetrieval	—Unverified	0
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval	Apr 26, 2025	Meta-LearningPerson Retrieval	CodeCode Available	1
From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval	Apr 25, 2025	Image RetrievalRetrieval	—Unverified	0
Leveraging Decoder Architectures for Learned Sparse Retrieval	Apr 25, 2025	DecoderRetrieval	—Unverified	0
Spark: A System for Scientifically Creative Idea Generation	Apr 25, 2025	Retrieval	—Unverified	0
A model and package for German ColBERT	Apr 25, 2025	modelRAG	—Unverified	0
SMARTFinRAG: Interactive Modularized Financial RAG Benchmark	Apr 25, 2025	Language ModelingLanguage Modelling	CodeCode Available	0
Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs	Apr 24, 2025	Image-text RetrievalInstruction Following	—Unverified	0
Replication and Exploration of Generative Retrieval over Dynamic Corpora	Apr 24, 2025	Information RetrievalRetrieval	—Unverified	0
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval	Apr 24, 2025	Information RetrievalRetrieval	—Unverified	0

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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