SOTAVerified

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

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Showing 9926–9950 of 14297 papers

TitleStatusHype
LLM Program Optimization via Retrieval Augmented Search—0
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models—0
LLMs Can Patch Up Missing Relevance Judgments in Evaluation—0
LLMs can realize combinatorial creativity: generating creative ideas via LLMs for scientific research—0
LitLLMs, LLMs for Literature Review: Are we there yet?—0
LLMs in HCI Data Work: Bridging the Gap Between Information Retrieval and Responsible Research Practices—0
LLM-VPRF: Large Language Model Based Vector Pseudo Relevance Feedback—0
LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs—0
Local Area Transform for Cross-Modality Correspondence Matching and Deep Scene Recognition—0
Local Binary Pattern for Word Spotting in Handwritten Historical Document—0
Local Color Contrastive Descriptor for Image Classification—0
Local Convolutional Features With Unsupervised Training for Image Retrieval—0
Local Descriptors Optimized for Average Precision—0
Local Directional Relation Pattern for Unconstrained and Robust Face Retrieval—0
Local Feature Detectors, Descriptors, and Image Representations: A Survey—0
Local Gradient Hexa Pattern: A Descriptor for Face Recognition and Retrieval—0
LOCALINTEL: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge—0
Localising the Clinical Terminology SNOMED CT by Semi-automated Creation of a German Interface Vocabulary—0
Locality Preserving Markovian Transition for Instance Retrieval—0
Locality Sensitive Hashing for Efficient Similar Polygon Retrieval—0
Localization of Autonomous Vehicles: Proof of Concept for A Computer Vision Approach—0
Localize Me Anywhere, Anytime: A Multi-Task Point-Retrieval Approach—0
Localizing and Orienting Street Views Using Overhead Imagery—0
Locally-Adaptive Quantization for Streaming Vector Search—0
Local Neighborhood Intensity Pattern: A new texture feature descriptor for image retrieval—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified