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 33513400 of 14297 papers

TitleStatusHype
Cross-lingual Information Retrieval with BERTCode0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense RetrievalCode0
LWGNet: Learned Wirtinger Gradients for Fourier Ptychographic Phase RetrievalCode0
Cross-Lingual Document Retrieval with Smooth LearningCode0
M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence RetrievalCode0
A Multilingual Parallel Corpora Collection Effort for Indian LanguagesCode0
Cross-lingual Document Retrieval using Regularized Wasserstein DistanceCode0
Crosslingual Document Embedding as Reduced-Rank Ridge RegressionCode0
An Empirical Study of Retrieval-enhanced Graph Neural NetworksCode0
Learning a Hierarchical Latent-Variable Model of 3D ShapesCode0
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded DialogueCode0
LCD: Learned Cross-Domain Descriptors for 2D-3D MatchingCode0
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context UnderstandingCode0
Cross-lingual Contextualized Phrase RetrievalCode0
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video HashingCode0
Accelerated Nearest Neighbor Search with Quick ADCCode0
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based RetrievalCode0
Learning a metric for class-conditional KNNCode0
LaSO: Label-Set Operations networks for multi-label few-shot learningCode0
LaSER: Language-Specific Event RecommendationCode0
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language ModelsCode0
Development and Validation of a Dynamic-Template-Constrained Large Language Model for Generating Fully-Structured Radiology ReportsCode0
Large Vision-Language Models for Knowledge-Grounded Data Annotation of MemesCode0
Exploiting Local Indexing and Deep Feature Confidence Scores for Fast Image-to-Video SearchCode0
Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss WeightingCode0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable ConvergenceCode0
Large Scale Product Graph Construction for Recommendation in E-commerceCode0
Latent Structured Hopfield Network for Semantic Association and RetrievalCode0
MALM: Mask Augmentation based Local Matching for Food-Recipe RetrievalCode0
Large-Scale Image Retrieval with Attentive Deep Local FeaturesCode0
Manga FaceNetCode0
Large-Scale Location Recognition and the Geometric Burstiness ProblemCode0
Cross-Domain Image Matching with Deep Feature MapsCode0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
Market2Dish: Health-aware Food RecommendationCode0
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approachCode0
Large Scale Multi-Lingual Multi-Modal Summarization DatasetCode0
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn MoreCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
AUEB at BioASQ 6: Document and Snippet RetrievalCode0
Large Language Models and Multimodal Retrieval for Visual Word Sense DisambiguationCode0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
AUEB-Archimedes at RIRAG-2025: Is obligation concatenation really all you need?Code0
Large Language Model Augmented Narrative Driven RecommendationsCode0
MatKB: Semantic Search for Polycrystalline Materials Synthesis ProceduresCode0
CROMER: a Tool for Cross-Document Event and Entity CoreferenceCode0
CROLoss: Towards a Customizable Loss for Retrieval Models in Recommender SystemsCode0
AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain ShiftCode0
Show:102550
← PrevPage 68 of 286Next →

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