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 7526–7550 of 14297 papers

TitleStatusHype
Less than Few: Self-Shot Video Instance Segmentation—0
CgAT: Center-Guided Adversarial Training for Deep Hashing-Based RetrievalCode1
PR-DAD: Phase Retrieval Using Deep Auto-DecodersCode0
Learning Similarity Preserving Binary Codes for Recommender Systems—0
TABi: Type-Aware Bi-Encoders for Open-Domain Entity RetrievalCode1
Modality-Balanced Embedding for Video Retrieval—0
Multiple-environment Self-adaptive Network for Aerial-view Geo-localizationCode1
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval—0
Factual Error Correction for Abstractive Summaries Using Entity Retrieval—0
OMG: Observe Multiple Granularities for Natural Language-Based Vehicle RetrievalCode0
Addressing Leakage in Self-Supervised Contextualized Code Retrieval—0
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription SystemsCode1
Unsupervised Cross-Task Generalization via Retrieval AugmentationCode1
A Survey on Efficient Processing of Similarity Queries over Neural Embeddings—0
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENerationCode1
nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based modelsCode0
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling—0
Improving Passage Retrieval with Zero-Shot Question GenerationCode1
Stretching Sentence-pair NLI Models to Reason over Long Documents and ClustersCode0
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval—0
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness—0
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source—0
Digital Pre-Distorted One-Step Phase Retrieval Algorithm for Real-Time Hologram Generation for Holographic Displays—0
Composite Code Sparse Autoencoders for first stage retrieval—0
Exploring Dual Encoder Architectures for Question AnsweringCode1
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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