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 6501–6525 of 14297 papers

TitleStatusHype
Improving Zero-shot LLM Re-Ranker with Risk Minimization—0
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues—0
Clothing Retrieval with Visual Attention Model—0
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval—0
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval—0
Clothes-Changing Person Re-Identification with Feasibility-Aware Intermediary Matching—0
Incomplete Descriptor Mining with Elastic Loss for Person Re-Identification—0
Incomplete In-context Learning—0
In-context denoising with one-layer transformers: connections between attention and associative memory retrieval—0
CURE Dataset: Ladder Networks for Audio Event Classification—0
ARS\_NITK at MEDIQA 2019:Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System—0
A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning—0
"In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval"—0
In-Context Learning with Long-Context Models: An In-Depth Exploration—0
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview—0
In-Context Prompt Editing For Conditional Audio Generation—0
CLOP: Video-and-Language Pre-Training with Knowledge Regularizations—0
Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models—0
Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking—0
Exploring Advanced Large Language Models with LLMsuite—0
Incorporating Intra-Class Variance to Fine-Grained Visual Recognition—0
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents—0
Cursive Caption Text Detection in Videos—0
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction—0
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input—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