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 1140111450 of 14297 papers

TitleStatusHype
Promptagator: Few-shot Dense Retrieval From 8 Examples0
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis0
Videogenic: Identifying Highlight Moments in Videos with Professional Photographs as a Prior0
Video Imprint0
Salient Object Subitizing0
Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language0
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?0
SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search0
SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis0
Promoting Diversity for End-to-End Conversation Response Generation0
Projection Retrieval for Classification0
Ontologies for the Virtual Materials Marketplace0
Sampled Image Tagging and Retrieval Methods on User Generated Content0
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models0
SampleMatch: Drum Sample Retrieval by Musical Context0
Sample-Specific Debiasing for Better Image-Text Models0
On TimeML-Compliant Temporal Expression Extraction in Turkish0
Sampling Individually-Fair Rankings that are Always Group Fair0
Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction0
Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems0
Projection Bank: From High-dimensional Data to Medium-length Binary Codes0
Sampling Through the Lens of Sequential Decision Making0
Sampling Without Time: Recovering Echoes of Light via Temporal Phase Retrieval0
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives0
SAMURAI: Shape-Aware Multimodal Retrieval for 3D Object Identification0
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation0
SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval0
Video Moment Retrieval via Natural Language Queries0
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering0
SA-Person: Text-Based Person Retrieval with Scene-aware Re-ranking0
SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage0
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression0
Satellite Image Based Cross-view Localization for Autonomous Vehicle0
Satellite Image Search in AgoraEO0
Progress Towards Decoding Visual Imagery via fNIRS0
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification0
Satisfactory Medical Consultation based on Terminology-Enhanced Information Retrieval and Emotional In-Context Learning0
Video Moment Retrieval with Text Query Considering Many-to-Many Correspondence Using Potentially Relevant Pair0
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains0
Progressive Query Expansion for Retrieval Over Cost-constrained Data Sources0
Progressive Multimodal Reasoning via Active Retrieval0
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation0
On the Vietnamese Name Entity Recognition: A Deep Learning Method Approach0
SBNet: Segmentation-based Network for Natural Language-based Vehicle Search0
On the Value of Behavioral Representations for Dense Retrieval0
Progressive Local Filter Pruning for Image Retrieval Acceleration0
Scalable Change Retrieval Using Deep 3D Neural Codes0
Scalable Defense against In-the-wild Jailbreaking Attacks with Safety Context Retrieval0
Scalable Discrete Supervised Hash Learning with Asymmetric Matrix Factorization0
Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback0
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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