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 8051–8075 of 14297 papers

TitleStatusHype
OMAD: Object Model with Articulated Deformations for Pose Estimation and Retrieval—0
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense RetrievalCode1
Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A Pilot Study—0
CLIP-Lite: Information Efficient Visual Representation Learning with Language SupervisionCode1
ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval—0
CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising—0
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation—0
Differential EEG Characteristics during Working Memory Encoding and Re-encoding—0
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs—0
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility StudyCode0
Understanding and Improving the Exemplar-based Generation for Open-domain ConversationCode0
Measuring Context-Word Biases in Lexical Semantic Datasets—0
Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing—0
Learning Token-based Representation for Image RetrievalCode1
MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed—0
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-IdentificationCode1
Self-supervised Spatiotemporal Representation Learning by Exploiting Video Continuity—0
SLOSH: Set LOcality Sensitive Hashing via Sliced-Wasserstein EmbeddingsCode0
Show, Write, and Retrieve: Entity-aware Article Generation and RetrievalCode0
Robust Information Retrieval for False Claims with Distracting Entities In Fact Extraction and Verification—0
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval—0
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation—0
Roominoes: Generating Novel 3D Floor Plans From Existing 3D Rooms—0
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
From Scattered Sources to Comprehensive Technology Landscape: A Recommendation-based Retrieval Approach—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