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 8201–8225 of 14297 papers

TitleStatusHype
ERATTA: Extreme RAG for Table To Answers with Large Language Models—0
Cheap IR Evaluation: Fewer Topics, No Relevance Judgements, and Crowdsourced Assessments—0
A Compressive Memory-based Retrieval Approach for Event Argument Extraction—0
ERA: Expert Retrieval and Assembly for Early Action Prediction—0
A Geometrically Constrained Point Matching based on View-invariant Cross-ratios, and Homography—0
ER3: A Unified Framework for Event Retrieval, Recognition and Recounting—0
Chat-to-Design: AI Assisted Personalized Fashion Design—0
Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval—0
Bi-Encoder Cascades for Efficient Image Search—0
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models—0
Modality: logic, semantics, annotation and machine learning—0
ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering—0
Epistemic AI platform accelerates innovation by connecting biomedical knowledge—0
Are Gestures Worth a Thousand Words? An Analysis of Interviews in the Political Domain—0
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning—0
Episodic Reinforcement Learning with Expanded State-reward Space—0
Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task—0
ChatShop: Interactive Information Seeking with Language Agents—0
Entropy Computation of Document Images in Run-Length Compressed Domain—0
Chats-Grid: An Iterative Retrieval Q&A Optimization Scheme Leveraging Large Model and Retrieval Enhancement Generation in smart grid—0
A Recommendation System of Grants to Acquire External Funds—0
Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems—0
Model-based Large Language Model Customization as Service—0
Model Distillation with Knowledge Transfer from Face Classification to Alignment and Verification—0
Modeling Empathic Similarity in Personal Narratives—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