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 23512375 of 14297 papers

TitleStatusHype
Pit30M: A Benchmark for Global Localization in the Age of Self-Driving CarsCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
Image Translation via Fine-grained Knowledge TransferCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
FMODetect: Robust Detection of Fast Moving ObjectsCode1
Weakly Supervised Label SmoothingCode1
Keyword-Guided Neural Conversational ModelCode1
Understanding Image Retrieval Re-Ranking: A Graph Neural Network PerspectiveCode1
LayoutGMN: Neural Graph Matching for Structural Layout SimilarityCode1
Disentangling Derivatives, Uncertainty and Error in Gaussian Process ModelsCode1
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
StacMR: Scene-Text Aware Cross-Modal RetrievalCode1
Variational Interaction Information Maximization for Cross-domain DisentanglementCode1
Globetrotter: Connecting Languages by Connecting ImagesCode1
Structural Text Segmentation of Legal DocumentsCode1
PeR-ViS: Person Retrieval in Video Surveillance using Semantic DescriptionCode1
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature AggregationCode1
Learning Equivariant RepresentationsCode1
Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue QueriesCode1
Soft Contrastive Learning for Visual LocalizationCode1
CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code MatchingCode1
SuperLoss: A Generic Loss for Robust Curriculum LearningCode1
MVTN: Multi-View Transformation Network for 3D Shape RecognitionCode1
Towards Zero-shot Cross-lingual Image RetrievalCode1
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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