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 6926–6950 of 14297 papers

TitleStatusHype
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data—0
Mapping, Localization and Path Planning for Image-based Navigation using Visual Features and Map—0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks—0
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants—0
Image Annotation using Multi-Layer Sparse Coding—0
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation—0
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue—0
Adaptive Re-ranking of Deep Feature for Person Re-identification—0
Image Annotation Incorporating Low-Rankness, Tag and Visual Correlation and Inhomogeneous Errors—0
CLIPPO: Image-and-Language Understanding from Pixels Only—0
Image2song: Song Retrieval via Bridging Image Content and Lyric Words—0
KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making—0
Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval—0
Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages—0
Kernel-based retrieval models for hyperspectral image data optimized with Kernel Flows—0
ILPS at TREC 2017 Common Core Track—0
Kernelized Multiview Subspace Analysis by Self-weighted Learning—0
Cross-lingual Cross-modal Pretraining for Multimodal Retrieval—0
Illumination Robust Color Naming via Label Propagation—0
KEVER^2: Knowledge-Enhanced Visual Emotion Reasoning and Retrieval—0
KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models—0
Key Concept Identification for Medical Information Retrieval—0
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements—0
Illumination-Adaptive Person Re-identification—0
Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval—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