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 6951–7000 of 14297 papers

TitleStatusHype
Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer—0
VLMAE: Vision-Language Masked Autoencoder—0
Treeformer: Dense Gradient Trees for Efficient Attention Computation—0
See Finer, See More: Implicit Modality Alignment for Text-based Person RetrievalCode1
Adaptive Re-Ranking with a Corpus GraphCode1
Learning-based estimation of in-situ wind speed from underwater acoustics—0
Towards Practical Single-shot Phase Retrieval with Physics-Driven Deep Neural Network—0
Merchandise Recommendation for Retail Events with Word Embedding Weighted Tf-idf and Dynamic Query Expansion—0
Text-to-Image Generation via Implicit Visual Guidance and Hypernetwork—0
Visual Cross-View Metric Localization with Dense Uncertainty EstimatesCode1
Sampling Through the Lens of Sequential Decision Making—0
How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval?—0
Understanding Attention for Vision-and-Language TasksCode0
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language TasksCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
FedPerm: Private and Robust Federated Learning by Parameter Permutation—0
Reinforcement Learning to Rank with Coarse-grained Labels—0
The least-used key selection method for information retrieval in large-scale Cloud-based service repositories—0
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing—0
Retrieval-efficiency trade-off of Unsupervised Keyword Extraction—0
STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval—0
Continuous Active Learning Using Pretrained Transformers—0
Evaluating Dense Passage Retrieval using Transformers—0
Estimating Personal Model Parameters from Utterances in Model-based Reminiscence—0
TripJudge: A Relevance Judgement Test Collection for TripClick Health RetrievalCode0
Teacher Guided Training: An Efficient Framework for Knowledge Transfer—0
HyP^2 Loss: Beyond Hypersphere Metric Space for Multi-label Image RetrievalCode1
Flow-Guided Transformer for Video InpaintingCode2
Joint Localization and Information Transfer for Reconfigurable Intelligent Surface Aided Full-Duplex Systems—0
Cloud-Based Real-Time Molecular Screening Platform with MolFormer—0
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce SearchCode1
Instance Image Retrieval by Learning Purely From Within the Dataset—0
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion AugmentationCode0
Motion Sensitive Contrastive Learning for Self-supervised Video Representation—0
Disentangled Modeling of Domain and Relevance for Adaptable Dense RetrievalCode1
On the Value of Behavioral Representations for Dense Retrieval—0
Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation—0
TagRec++: Hierarchical Label Aware Attention Network for Question CategorizationCode0
Exploiting Hierarchical Dependence Structures for Unsupervised Rank Fusion in Information Retrieval—0
A Boring-yet-effective Approach for the Product Ranking Task of the Amazon KDD Cup 2022—0
Unsupervised Question Clarity Prediction Through Retrieved Item Coherency—0
Simplified State Space Layers for Sequence ModelingCode2
Early Stage Sparse Retrieval with Entity Linking—0
Relevance Judgment Convergence Degree -- A Measure of Inconsistency among Assessors for Information Retrieval—0
Learning Diverse Document Representations with Deep Query Interactions for Dense RetrievalCode1
QSAM-Net: Rain streak removal by quaternion neural network with self-attention module—0
Three-Dimensional Coherent Diffractive Imaging of Isolated Faceted Nanostructures—0
Boosting Video-Text Retrieval with Explicit High-Level Semantics—0
INSPIRED2: An Improved Dataset for Sociable Conversational RecommendationCode0
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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