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 6176–6200 of 14297 papers

TitleStatusHype
Cursive Caption Text Detection in Videos—0
Machining feature recognition using descriptors with range constraints for mechanical 3D models—0
InPars-Light: Cost-Effective Unsupervised Training of Efficient RankersCode0
NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal EmbeddingsCode0
Why do Nearest Neighbor Language Models Work?Code1
CyberLoc: Towards Accurate Long-term Visual Localization—0
You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and PersonaCode1
Learning Trajectory-Word Alignments for Video-Language Tasks—0
Topic Segmentation Model Focusing on Local Context—0
InPars-v2: Large Language Models as Efficient Dataset Generators for Information RetrievalCode2
Beef up mmWave Dense Cellular Networks with D2D-Assisted Cooperative Edge Caching—0
Divide&Classify: Fine-Grained Classification for City-Wide Visual Geo-LocalizationCode1
Learning Spatial-context-aware Global Visual Feature Representation for Instance Image RetrievalCode0
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse RetrievalCode1
HiVLP: Hierarchical Interactive Video-Language Pre-Training—0
Learning Concordant Attention via Target-aware Alignment for Visible-Infrared Person Re-identification—0
VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching—0
Lecture Presentations Multimodal Dataset: Towards Understanding Multimodality in Educational Videos—0
SLAN: Self-Locator Aided Network for Vision-Language Understanding—0
Fan-Beam Binarization Difference Projection (FB-BDP): A Novel Local Object Descriptor for Fine-Grained Leaf Image RetrievalCode0
Exploring Temporal Concurrency for Video-Language Representation LearningCode0
Unsupervised Feature Representation Learning for Domain-generalized Cross-domain Image RetrievalCode1
Occ^2Net: Robust Image Matching Based on 3D Occupancy Estimation for Occluded Regions—0
PIDRo: Parallel Isomeric Attention with Dynamic Routing for Text-Video Retrieval—0
A Dynamic Dual-Processing Object Detection Framework Inspired by the Brain's Recognition Mechanism—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