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 8301–8325 of 14297 papers

TitleStatusHype
Characterizing Big Data Management—0
MoTaDual: Modality-Task Dual Alignment for Enhanced Zero-shot Composed Image Retrieval—0
Motion Sensitive Contrastive Learning for Self-supervised Video Representation—0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications—0
Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models—0
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Enhancing Retrieval Systems with Inference-Time Logical Reasoning—0
Characterization of migrated seismic volumes using texture attributes: a comparative study—0
Enhancing Retrieval Processes for Language Generation with Augmented Queries—0
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining—0
Characteristics of Dataset Retrieval Sessions: Experiences from a Real-life Digital Library—0
Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval—0
Enhancing Retrieval for ESGLLM via ESG-CID -- A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS—0
ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation—0
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search—0
Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering—0
MovieChats: Chat like Humans in a Closed Domain—0
Moving Towards Centers: Re-ranking with Attention and Memory for Re-identification—0
MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities—0
Multichannel LSTM-CNN for Telugu Text Classification—0
Multiple Discrimination and Pairwise CNN for View-based 3D Object Retrieval—0
Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor—0
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy—0
Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?—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