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 1881–1890 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs	Oct 17, 2024	DiversityHallucination	CodeCode Available	1	5
PointAugment: an Auto-Augmentation Framework for Point Cloud Classification	Feb 25, 2020	3D Point Cloud Data AugmentationClassification	CodeCode Available	1	5
Chitransformer: Towards Reliable Stereo From Cues	Jan 1, 2022	Depth EstimationMonocular Depth Estimation	CodeCode Available	1	5
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks	Mar 4, 2023	Cross-Modal RetrievalImage Captioning	CodeCode Available	1	5
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation	Feb 5, 2024	Knowledge DistillationRetrieval	CodeCode Available	1	5
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging	Aug 17, 2021	Compressive SensingComputational Efficiency	CodeCode Available	1	5
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks	May 20, 2022	ClusteringGraph Attention	CodeCode Available	1	5
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval	Jun 11, 2019	Cross-Modal RetrievalMultiple Instance Learning	CodeCode Available	1	5
POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval	May 25, 2025	Information RetrievalRAG	CodeCode Available	1	5
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking	Jun 6, 2022	Fact CheckingMisinformation	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