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

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Showing 8151–8175 of 14297 papers

TitleStatusHype
VIOLET : End-to-End Video-Language Transformers with Masked Visual-token ModelingCode1
Variational Learning for Unsupervised Knowledge Grounded DialogsCode0
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
Enhancing Multilingual Language Model with Massive Multilingual Knowledge TriplesCode1
Florence: A New Foundation Model for Computer VisionCode1
Zero-Shot Open-Book Question AnsweringCode0
Deep Reinforced Attention Regression for Partial Sketch Based Image RetrievalCode0
The Impact of Main Content Extraction on Near-Duplicate Detection—0
A Neural Network Model of the Entorhinal Cortex and Hippocampus for Event-order Memory Processing—0
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph—0
Effects of context, complexity, and clustering on evaluation for math formula retrieval—0
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
UFO: A UniFied TransfOrmer for Vision-Language Representation Learning—0
Sketch-based Creativity Support Tools using Deep Learning—0
Building a Question Answering System for the Manufacturing Domain—0
How to Build Robust FAQ Chatbot with Controllable Question Generator?—0
Detecting Cross-Language Plagiarism using Open Knowledge GraphsCode0
Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks—0
Quality and Cost Trade-offs in Passage Re-ranking Task—0
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information RetrievalCode0
Induce, Edit, Retrieve:Language Grounded Multimodal Schema for Instructional Video Retrieval—0
RELiC: Retrieving Evidence for Literary Claims—0
Retrieval-guided Counterfactual Generation for QA—0
Retrieval Data Augmentation Informed by Downstream Question Answering Performance—0
Is Cross-lingual Evaluation Only About Cross-lingual?—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified