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 5426–5450 of 14297 papers

TitleStatusHype
From Generalist to Specialist: Improving Large Language Models for Medical Physics Using ARCoT—0
From Gradient Flow on Population Loss to Learning with Stochastic Gradient Descent—0
From Graph Local Embedding to Deep Metric Learning—0
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation—0
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs—0
From Keywords to Structured Summaries: Streamlining Scholarly Information Access—0
From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts—0
From Language Models to Practical Self-Improving Computer Agents—0
From Linguistic Resources to Ontology-Aware Terminologies: Minding the Representation Gap—0
Guiding Interaction Behaviors for Multi-modal Grounded Language Learning—0
Handwriting Trajectory Recovery using End-to-End Deep Encoder-Decoder Network—0
Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models—0
From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval—0
HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval—0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi—0
Computationally Bounded Retrieval—0
A Sub-block Based Image Retrieval Using Modified Integrated Region Matching—0
Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level Representations—0
From Protocol to Screening: A Hybrid Learning Approach for Technology-Assisted Systematic Literature Reviews—0
From Questions to Insightful Answers: Building an Informed Chatbot for University Resources—0
From RAGs to riches: Using large language models to write documents for clinical trials—0
Cognitively Inspired Components for Social Conversational Agents—0
FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos—0
A Sketch Based 3D Shape Retrieval Approach Based on Efficient Deep Point-to-Subspace Metric Learning—0
Fast Barcode Retrieval for Consensus Contouring—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