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 1276–1300 of 14297 papers

TitleStatusHype
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
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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