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 8651–8675 of 14297 papers

TitleStatusHype
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
DistillPose: Lightweight Camera Localization Using Auxiliary Learning—0
Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images—0
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models—0
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language ModelsCode1
PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images—0
Zero in on Shape: A Generic 2D-3D Instance Similarity Metric learned from Synthetic Data—0
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views—0
PoolRank: Max/Min Pooling-based Ranking Loss for Listwise Learning & Ranking Balance—0
Skeleton-Contrastive 3D Action Representation LearningCode1
Adaptive label-aware graph convolutional networks for cross-modal retrievalCode1
Creating and Querying Personalized Versions of Wikidata on a Laptop—0
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global FeaturesCode1
Distilling Transformers for Neural Cross-Domain Search—0
Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature LearningCode0
Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval—0
Video Contrastive Learning with Global ContextCode1
CNN Based Autoencoder Application in Breast Cancer Image RetrievalCode1
Transfer Learning for Pose Estimation of Illustrated CharactersCode1
Learning Compatible EmbeddingsCode1
ICECAP: Information Concentrated Entity-aware Image CaptioningCode0
Predicting Music Relistening Behavior Using the ACT-R FrameworkCode0
Nonconvex Factorization and Manifold Formulations are Almost Equivalent in Low-rank Matrix Optimization—0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
Towards a Better Understanding Human Reading Comprehension with Brain SignalsCode0
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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