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

Showing 64016450 of 14297 papers

TitleStatusHype
Solving 3D Radar Imaging Inverse Problems with a Multi-cognition Task-oriented Framework0
Metric Learning as a Service with Covariance Embedding0
A Light Touch Approach to Teaching Transformers Multi-view Geometry0
RankDNN: Learning to Rank for Few-shot LearningCode1
Who is Gambling? Finding Cryptocurrency Gamblers Using Multi-modal Retrieval MethodsCode0
Dense Text Retrieval based on Pretrained Language Models: A SurveyCode2
Knowledge Retrieval Using Functional Object-Oriented Networks0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
Toward Universal Text-to-Music RetrievalCode1
Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo RetrievalCode0
Dense Hebbian neural networks: a replica symmetric picture of supervised learning0
Caching Historical Embeddings in Conversational Search0
ComCLIP: Training-Free Compositional Image and Text MatchingCode1
Roboflow 100: A Rich, Multi-Domain Object Detection BenchmarkCode2
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion LearningCode1
Proceedings of the 4th International Workshop on Reading Music Systems0
Biological Random Walks: multi-omics integration for disease gene prioritizationCode0
TransVCL: Attention-enhanced Video Copy Localization Network with Flexible SupervisionCode1
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for ImagesCode0
VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal RetrievalCode1
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual DataCode0
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss0
Retrieval-Augmented Multimodal Language Modeling0
Confidence-guided Centroids for Unsupervised Person Re-Identification0
Method for Determining the Similarity of Text Documents for the Kazakh language, Taking Into Account Synonyms: Extension to TF-IDF0
Multimorbidity Content-Based Medical Image Retrieval Using Proxies0
Videogenic: Identifying Highlight Moments in Videos with Professional Photographs as a Prior0
Ranking Aggregation with Interactive Feedback for Collaborative Person Re-identificationCode0
Unifying Vision-Language Representation Space with Single-tower Transformer0
Directional dark-field retrieval with single-grid x-ray imagingCode0
Deformable Voxel Grids for Shape Comparisons0
TimbreCLIP: Connecting Timbre to Text and Images0
Video Background Music Generation: Dataset, Method and EvaluationCode0
Expectation-Maximization Contrastive Learning for Compact Video-and-Language RepresentationsCode1
Are All Combinations Equal? Combining Textual and Visual Features with Multiple Space Learning for Text-Based Video RetrievalCode0
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation0
SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training0
Precise Asymptotics for Spectral Methods in Mixed Generalized Linear Models0
Contrastive Masked Autoencoders for Self-Supervised Video HashingCode1
Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent AttentionCode1
Hengam: An Adversarially Trained Transformer for Persian Temporal TaggingCode1
Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity RetrievalCode0
Font Representation Learning via Paired-glyph MatchingCode1
Simultaneously Learning Robust Audio Embeddings and balanced Hash codes for Query-by-Example0
SeDR: Segment Representation Learning for Long Documents Dense RetrievalCode0
A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset0
An Enhanced Object Detection Model for Scene Graph Generation0
Informative Sample-Aware Proxy for Deep Metric Learning0
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval0
UMFuse: Unified Multi View Fusion for Human Editing applications0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified