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 72017250 of 14297 papers

TitleStatusHype
A Dense Representation Framework for Lexical and Semantic MatchingCode1
Adaptive Domain Interest Network for Multi-domain Recommendation0
A Machine Learning Data Fusion Model for Soil Moisture Retrieval0
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval0
Self-supervised deep image restoration via adaptive stochastic gradient Langevin dynamicsCode1
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based FeaturesCode1
Attention-based Dynamic Subspace Learners for Medical Image Analysis0
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling0
RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval0
An F-shape Click Model for Information Retrieval on Multi-block Mobile PagesCode0
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval0
Towards Robust Ranker for Text Retrieval0
MixGen: A New Multi-Modal Data AugmentationCode1
Disentangling visual and written concepts in CLIP0
An Extractive-and-Abstractive Framework for Source Code SummarizationCode0
Sublinear Algorithms for Hierarchical Clustering0
It's Time for Artistic Correspondence in Music and Video0
LAVENDER: Unifying Video-Language Understanding as Masked Language ModelingCode1
ReCo: Retrieve and Co-segment for Zero-shot TransferCode1
Comprehending and Ordering Semantics for Image CaptioningCode2
Learning Enhanced Representations for Tabular Data via Neighborhood PropagationCode1
3D scene reconstruction from monocular spherical video with motion parallax0
Language-based Audio Retrieval Task in DCASE 2022 ChallengeCode0
Memory-Based Model Editing at ScaleCode1
Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback0
Pliable Private Information Retrieval0
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer0
Large-Scale Retrieval for Reinforcement Learning0
Jewelry Shop Conversational Chatbot0
Neural Bregman Divergences for Distance Learning0
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEsCode2
Words are all you need? Language as an approximation for human similarity judgments0
Revealing Single Frame Bias for Video-and-Language LearningCode2
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense RetrievalCode0
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval0
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-CheckingCode1
Learning Image Representations for Content Based Image Retrieval of Radiotherapy Treatment Plans0
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot RetrievalCode1
Learning to Ask Like a PhysicianCode1
A Neural Corpus Indexer for Document RetrievalCode1
NORPPA: NOvel Ringed seal re-identification by Pelage Pattern AggregationCode0
Constrained Mass Optimal Transport0
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language RetrievalCode0
Learning an Adaptation Function to Assess Image Visual SimilaritiesCode1
Revisiting the "Video" in Video-Language UnderstandingCode1
Mirror modular cloning and fast quantum associative retrieval0
Egocentric Video-Language PretrainingCode2
LAPIS is a fast web API for massive open virus sequencing databasesCode1
Augmenting Scientific Creativity with Retrieval across Knowledge DomainsCode0
VL-BEiT: Generative Vision-Language Pretraining0
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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