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 61516200 of 14297 papers

TitleStatusHype
Super-Resolution Harmonic Retrieval of Non-Circular Signals0
USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text RetrievalCode0
UATVR: Uncertainty-Adaptive Text-Video RetrievalCode1
Modeling Uncertain Feature Representation for Domain GeneralizationCode1
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health RecordsCode1
Efficient data transport over multimode light-pipes with Megapixel images using differentiable ray tracing and Machine-learning0
Improving Noise Robustness for Spoken Content Retrieval using Semi-supervised ASR and N-best Transcripts for BERT-based Ranking Models0
Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?Code1
Taking Search to Task0
Scene-centric vs. Object-centric Image-Text Cross-modal Retrieval: A Reproducibility StudyCode0
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named EntitiesCode0
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs0
Pylon: Semantic Table Union Search in Data LakesCode0
Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Access0
Word-Graph2vec: An efficient word embedding approach on word co-occurrence graph using random walk technique0
CoSPLADE: Contextualizing SPLADE for Conversational Information RetrievalCode0
HADA: A Graph-based Amalgamation Framework in Image-text RetrievalCode0
Multimodal Inverse Cloze Task for Knowledge-based Visual Question AnsweringCode1
Pix2Map: Cross-modal Retrieval for Inferring Street Maps from Images0
Investigating Conversational Search Behavior For Domain ExplorationCode0
Collaborative Semantic Communication for Edge Inference0
Metric Compatible Training for Online Backfilling in Large-Scale Retrieval0
Logically at Factify 2: A Multi-Modal Fact Checking System Based on Evidence Retrieval techniques and Transformer Encoder Architecture0
Doc2Query--: When Less is MoreCode1
Universal Multimodal Representation for Language Understanding0
Cursive Caption Text Detection in Videos0
Machining feature recognition using descriptors with range constraints for mechanical 3D models0
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 Localization0
You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and PersonaCode1
Learning Trajectory-Word Alignments for Video-Language Tasks0
Topic Segmentation Model Focusing on Local Context0
InPars-v2: Large Language Models as Efficient Dataset Generators for Information RetrievalCode2
Beef up mmWave Dense Cellular Networks with D2D-Assisted Cooperative Edge Caching0
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-Training0
Learning Concordant Attention via Target-aware Alignment for Visible-Infrared Person Re-identification0
VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching0
Lecture Presentations Multimodal Dataset: Towards Understanding Multimodality in Educational Videos0
SLAN: Self-Locator Aided Network for Vision-Language Understanding0
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 Regions0
PIDRo: Parallel Isomeric Attention with Dynamic Routing for Text-Video Retrieval0
A Dynamic Dual-Processing Object Detection Framework Inspired by the Brain's Recognition Mechanism0
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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