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 6876–6900 of 14297 papers

TitleStatusHype
Survey on Applications of Neurosymbolic Artificial Intelligence—0
Data Management Challenges for Internet-scale 3D Search Engines—0
FETA: Towards Specializing Foundation Models for Expert Task ApplicationsCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly DetectionCode0
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering—0
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations—0
Segment Augmentation and Differentiable Ranking for Logo Retrieval—0
UPAR: Unified Pedestrian Attribute Recognition and Person RetrievalCode1
Modelling Business Agreements in the Multimodal Transportation Domain through Ontological Smart Contracts—0
Design of the topology for contrastive visual-textual alignmentCode0
Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question AnsweringCode0
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Selective Annotation Makes Language Models Better Few-Shot LearnersCode1
ScaleFace: Uncertainty-aware Deep Metric LearningCode0
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NERCode1
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual ModelingCode1
Neural Approaches to Multilingual Information Retrieval—0
Temporal Contrastive Learning with Curriculum—0
Zero-shot Event Causality Identification with Question Answering—0
Getting Better Dialogue Context for Knowledge Identification by Leveraging Document-level Topic Shift—0
Evaluating Machine Translation in Cross-lingual E-Commerce Search—0
More Like This: Semantic Retrieval with Linguistic Information—0
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal RetrievalCode1
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methodsCode0
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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