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 1671–1680 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
GMMFormer v2: An Uncertainty-aware Framework for Partially Relevant Video Retrieval	May 22, 2024	Partially Relevant Video RetrievalRetrieval	CodeCode Available	1	5
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter	Jan 25, 2025	Computational EfficiencyRAG	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
AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction Imaging	Sep 28, 2021	AstronomyRetrieval	CodeCode Available	1	5
General Image Descriptors for Open World Image Retrieval using ViT CLIP	Oct 20, 2022	Image RetrievalRetrieval	CodeCode Available	1	5
Certifiably Robust RAG against Retrieval Corruption	May 24, 2024	RAGRetrieval	CodeCode Available	1	5
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries	Oct 7, 2023	Retrieval	CodeCode Available	1	5
Autoregressive Entity Retrieval	Oct 2, 2020	Entity DisambiguationEntity Linking	CodeCode Available	1	5
CenterCLIP: Token Clustering for Efficient Text-Video Retrieval	May 2, 2022	ClusteringRetrieval	CodeCode Available	1	5
Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift	Dec 15, 2022	BenchmarkingImage Captioning	CodeCode Available	1	5

Show:10 25 50

← PrevPage 168 of 1430Next →

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