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 1251–1275 of 14297 papers

TitleStatusHype
Multimodal Foundation Models For Echocardiogram InterpretationCode1
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and MemoryCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
CoVR-2: Automatic Data Construction for Composed Video RetrievalCode1
Towards Fast and Accurate Image-Text Retrieval with Self-Supervised Fine-Grained AlignmentCode1
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text RetrievalCode1
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
REB: Reducing Biases in Representation for Industrial Anomaly DetectionCode1
YAGO 4.5: A Large and Clean Knowledge Base with a Rich TaxonomyCode1
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based FeaturesCode1
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in RecommendationCode1
Multi-event Video-Text RetrievalCode1
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World DataCode1
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
Simple Baselines for Interactive Video Retrieval with Questions and AnswersCode1
EigenPlaces: Training Viewpoint Robust Models for Visual Place RecognitionCode1
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
RSpell: Retrieval-augmented Framework for Domain Adaptive Chinese Spelling CheckCode1
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain ConversationCode1
ALIP: Adaptive Language-Image Pre-training with Synthetic CaptionCode1
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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