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 12511300 of 14297 papers

TitleStatusHype
Multimodal Foundation Models For Echocardiogram InterpretationCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and MemoryCode1
CoVR-2: Automatic Data Construction for Composed Video RetrievalCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Towards Fast and Accurate Image-Text Retrieval with Self-Supervised Fine-Grained AlignmentCode1
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text RetrievalCode1
REB: Reducing Biases in Representation for Industrial Anomaly DetectionCode1
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
YAGO 4.5: A Large and Clean Knowledge Base with a Rich TaxonomyCode1
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World DataCode1
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in RecommendationCode1
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based FeaturesCode1
Multi-event Video-Text RetrievalCode1
EigenPlaces: Training Viewpoint Robust Models for Visual Place RecognitionCode1
Simple Baselines for Interactive Video Retrieval with Questions and AnswersCode1
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-IdentificationCode1
When Prompt-based Incremental Learning Does Not Meet Strong PretrainingCode1
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language ModelsCode1
An Empirical Study of CLIP for Text-based Person SearchCode1
Taken by Surprise: Contrast effect for Similarity ScoresCode1
End-to-End Beam Retrieval for Multi-Hop Question AnsweringCode1
ALIP: Adaptive Language-Image Pre-training with Synthetic CaptionCode1
RSpell: Retrieval-augmented Framework for Domain Adaptive Chinese Spelling CheckCode1
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain ConversationCode1
Prompt Switch: Efficient CLIP Adaptation for Text-Video RetrievalCode1
Vision-Language Dataset DistillationCode1
U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point CloudsCode1
Beyond Surprise: Improving Exploration Through Surprise NoveltyCode1
Foreground Object Search by Distilling Composite Image FeatureCode1
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image RetrievalCode1
Unifying Two-Stream Encoders with Transformers for Cross-Modal RetrievalCode1
End-to-End Query Term WeightingCode1
GEMRec: Towards Generative Model RecommendationCode1
Retrieval Augmented Generation and Representative Vector Summarization for large unstructured textual data in Medical EducationCode1
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
Med-HALT: Medical Domain Hallucination Test for Large Language ModelsCode1
Learning Multi-modal Representations by Watching Hundreds of Surgical Video LecturesCode1
Matching Patients to Clinical Trials with Large Language ModelsCode1
AI Literature Review SuiteCode1
Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training ModelsCode1
Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and ModelCode1
CLIP-KD: An Empirical Study of CLIP Model DistillationCode1
PRIOR: Prototype Representation Joint Learning from Medical Images and ReportsCode1
Generator-Retriever-Generator Approach for Open-Domain Question AnsweringCode1
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval AugmentationCode1
Transfer Learning and Bias Correction with Pre-trained Audio EmbeddingsCode1
IncDSI: Incrementally Updatable Document RetrievalCode1
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse RetrievalCode1
Text-guided Image Restoration and Semantic Enhancement for Text-to-Image Person RetrievalCode1
Show:102550
← PrevPage 26 of 286Next →

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