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 24012450 of 14297 papers

TitleStatusHype
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
Dense-Captioning Events in VideosCode1
3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity ChallengeCode1
Dense Relational Image Captioning via Multi-task Triple-Stream NetworksCode1
Dialog Inpainting: Turning Documents into DialogsCode1
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented GenerationCode1
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question UnderstandingCode1
Dense X Retrieval: What Retrieval Granularity Should We Use?Code1
Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysisCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENerationCode1
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue GenerationCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalCode1
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalCode1
Cognitive Reframing of Negative Thoughts through Human-Language Model InteractionCode1
Knowledge-enhanced Visual-Language Pretraining for Computational PathologyCode1
Detection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud RegistrationCode1
Multi-level Distance Regularization for Deep Metric LearningCode1
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language ModelsCode1
DeVLBert: Learning Deconfounded Visio-Linguistic RepresentationsCode1
DGL: Dynamic Global-Local Prompt Tuning for Text-Video RetrievalCode1
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data PoisoningCode1
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMsCode1
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis GenerationCode1
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF RelocalizationCode1
COLA: A Benchmark for Compositional Text-to-image RetrievalCode1
DiffusionRet: Generative Text-Video Retrieval with Diffusion ModelCode1
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce ProductCode1
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video RetrievalCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud RegistrationCode1
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
Differential MambaCode1
Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New BenchmarkCode1
Multimodal Prompt Retrieval for Generative Visual Question AnsweringCode1
CLIP2Video: Mastering Video-Text Retrieval via Image CLIPCode1
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip RetrievalCode1
Knowledge-Enhanced Dual-stream Zero-shot Composed Image RetrievalCode1
Knowledge Graph-based Retrieval-Augmented Generation for Schema MatchingCode1
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
CLIP-Event: Connecting Text and Images with Event StructuresCode1
Knowledge Guided Text Retrieval and Reading for Open Domain Question AnsweringCode1
Directional Statistics-based Deep Metric Learning for Image Classification and RetrievalCode1
LaMP: When Large Language Models Meet PersonalizationCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
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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