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 811–820 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Boosting vision transformers for image retrieval	Oct 21, 2022	image-classificationImage Classification	CodeCode Available	1	5
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP format	Oct 30, 2022	Retrieval	CodeCode Available	1	5
Analysing The Impact of Sequence Composition on Language Model Pre-Training	Feb 21, 2024	In-Context LearningLanguage Modeling	CodeCode Available	1	5
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval	Oct 7, 2022	Knowledge DistillationRetrieval	CodeCode Available	1	5
Adaptive Re-Ranking with a Corpus Graph	Aug 18, 2022	Passage RankingRe-Ranking	CodeCode Available	1	5
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage	Oct 20, 2024	Answer GenerationRAG	CodeCode Available	1	5
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems	Apr 17, 2022	Information RetrievalMusic Information Retrieval	CodeCode Available	1	5
CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval	May 29, 2024	Cross-Modal RetrievalImage Retrieval	CodeCode Available	1	5
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning	Sep 20, 2023	Contrastive LearningRetrieval	CodeCode Available	1	5
BookWorm: A Dataset for Character Description and Analysis	Oct 14, 2024	Retrieval	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