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 3676–3700 of 14297 papers

TitleStatusHype
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-ExpertsCode0
MEDBind: Unifying Language and Multimodal Medical Data Embeddings—0
Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights—0
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain FrameworkCode3
Listwise Generative Retrieval Models via a Sequential Learning ProcessCode0
What is Wrong with End-to-End Learning for Phase Retrieval?—0
Loops On Retrieval Augmented Generation (LoRAG)—0
Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems—0
Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language ModelsCode2
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language ModelsCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
HDLdebugger: Streamlining HDL debugging with Large Language Models—0
Bayesian multi-exposure image fusion for robust high dynamic range ptychographyCode0
ConvSDG: Session Data Generation for Conversational SearchCode0
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart SummarizationCode0
CBR - Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution—0
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-TuningCode1
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of DataCode2
Refining Knowledge Transfer on Audio-Image Temporal Agreement for Audio-Text Cross Retrieval—0
Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object RetrievalCode1
Improving the Robustness of Dense Retrievers Against Typos via Multi-Positive Contrastive LearningCode0
Vector search with small radiuses—0
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable QuestionsCode0
Does the Performance of Text-to-Image Retrieval Models Generalize Beyond Captions-as-a-Query?Code0
GS-Pose: Generalizable Segmentation-based 6D Object Pose Estimation with 3D Gaussian Splatting—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