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 651700 of 14297 papers

TitleStatusHype
DiffusionRet: Generative Text-Video Retrieval with Diffusion ModelCode1
Directional Statistics-based Deep Metric Learning for Image Classification and RetrievalCode1
Differential MambaCode1
DialFact: A Benchmark for Fact-Checking in DialogueCode1
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF RelocalizationCode1
DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue DatasetCode1
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMsCode1
Analysing The Impact of Sequence Composition on Language Model Pre-TrainingCode1
DGL: Dynamic Global-Local Prompt Tuning for Text-Video RetrievalCode1
Dialog Inpainting: Turning Documents into DialogsCode1
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster ManagementCode1
Detection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationCode1
Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
Dense X Retrieval: What Retrieval Granularity Should We Use?Code1
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
Dense Passage Retrieval for Open-Domain Question AnsweringCode1
A CLIP-Hitchhiker's Guide to Long Video RetrievalCode1
Dense Relational Image Captioning via Multi-task Triple-Stream NetworksCode1
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
Dense Hierarchical Retrieval for Open-Domain Question AnsweringCode1
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature AggregationCode1
DeVLBert: Learning Deconfounded Visio-Linguistic RepresentationsCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
Deformation-Aware 3D Model Embedding and RetrievalCode1
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuningCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing AnomaliesCode1
Defending Against Social Engineering Attacks in the Age of LLMsCode1
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point ThinkingCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
Stochastic Attraction-Repulsion Embedding for Large Scale Image LocalizationCode1
Analogous to Evolutionary Algorithm: Designing a Unified Sequence ModelCode1
Deep Self-Supervised Representation Learning for Free-Hand SketchCode1
Deep Triplet Hashing Network for Case-based Medical Image RetrievalCode1
DeepPatent: Large scale patent drawing recognition and retrievalCode1
A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal RetrievalCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
Deep Hashing Network for Unsupervised Domain AdaptationCode1
Deep Evidential Learning with Noisy Correspondence for Cross-Modal RetrievalCode1
Deep metric learning using Triplet networkCode1
Deep Relational Metric LearningCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
A Dense Representation Framework for Lexical and Semantic MatchingCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Deep Complex NetworksCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
DeeperImpact: Optimizing Sparse Learned Index StructuresCode1
Show:102550
← PrevPage 14 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