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 1701–1725 of 14297 papers

TitleStatusHype
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and RetrievalCode1
Query-based Hard-Image Retrieval for Object Detection at Test TimeCode1
Variational Open-Domain Question AnsweringCode1
Learning Hierarchical Metrical Structure Beyond MeasuresCode1
Fine-Grained VR Sketching: Dataset and InsightsCode1
Towards 3D VR-Sketch to 3D Shape RetrievalCode1
Exploring Visual Interpretability for Contrastive Language-Image Pre-trainingCode1
Learning to Evaluate Performance of Multi-modal Semantic LocalizationCode1
SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage RetrievalCode1
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation RecommendationCode1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural LanguageCode1
FETA: Towards Specializing Foundation Models for Expert Task ApplicationsCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
UPAR: Unified Pedestrian Attribute Recognition and Person RetrievalCode1
Selective Annotation Makes Language Models Better Few-Shot LearnersCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual ModelingCode1
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NERCode1
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal RetrievalCode1
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement SystemCode1
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale RetrievalCode1
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud ComputingCode1
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic designCode1
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal LearningCode1
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical AlignmentCode1
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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