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 5851–5875 of 14297 papers

TitleStatusHype
Image Retrieval and Pattern Spotting using Siamese Neural Network—0
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval—0
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation—0
A Semantic Matching Energy Function for Learning with Multi-relational Data—0
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies—0
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning—0
Grounding Physical Object and Event Concepts Through Dynamic Visual Reasoning—0
Group Generalized Mean Pooling for Vision Transformer—0
Group Invariant Deep Representations for Image Instance Retrieval—0
A tool suite for creating question answering benchmarks—0
Facial Surface Analysis using Iso-Geodesic Curves in Three Dimensional Face Recognition System—0
Optimal Projected Variance Group-Sparse Block PCA—0
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence—0
I3: Intent-Introspective Retrieval Conditioned on Instructions—0
Control Search Rankings, Control the World: What is a Good Search Engine?—0
GS-CLIP: Gaussian Splatting for Contrastive Language-Image-3D Pretraining from Real-World Data—0
GS-Pose: Generalizable Segmentation-based 6D Object Pose Estimation with 3D Gaussian Splatting—0
Control Token with Dense Passage Retrieval—0
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action—0
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search—0
Acquisition, Representation and Usage of Conceptual Hierarchies—0
Guiding Data-Driven Design Ideation by Knowledge Distance—0
Guiding Interaction Behaviors for Multi-modal Grounded Language Learning—0
Guiding Neural Machine Translation with Retrieved Translation Pieces—0
Facial Electromyography-based Adaptive Virtual Reality Gaming for Cognitive Training—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