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 4181–4190 of 14297 papers

Title	Date	Tasks	Status	Hype
ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation	Jan 1, 2024	ObjectRetrieval	CodeCode Available	1
READ: Retrieval-Enhanced Asymmetric Diffusion for Motion Planning	Jan 1, 2024	Motion PlanningRetrieval	CodeCode Available	1
Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods	Jan 1, 2024	RAGRecommendation Systems	—Unverified	0
Retrieval-Augmented Egocentric Video Captioning	Jan 1, 2024	Representation LearningRetrieval	—Unverified	0
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation	Jan 1, 2024	Domain AdaptationMetric Learning	CodeCode Available	0
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning	Jan 1, 2024	Representation LearningRetrieval	CodeCode Available	1
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance	Dec 31, 2023	Information RetrievalRetrieval	CodeCode Available	0
SynCDR : Training Cross Domain Retrieval Models with Synthetic Data	Dec 31, 2023	RetrievalTranslation	CodeCode Available	0
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM	Dec 31, 2023	Information RetrievalQuestion Answering	—Unverified	0
Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen Objects	Dec 31, 2023	3D Shape RetrievalDataset Generation	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