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 1476–1500 of 14297 papers

TitleStatusHype
Enhancing Deformable Local Features by Jointly Learning to Detect and Describe KeypointsCode1
Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report GenerationCode1
WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion ModelsCode1
Hierarchical Video-Moment Retrieval and Step-CaptioningCode1
Bi-directional Training for Composed Image Retrieval via Text Prompt LearningCode1
Zero-Shot Composed Image Retrieval with Textual InversionCode1
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph DatabasesCode1
Equivariant Similarity for Vision-Language Foundation ModelsCode1
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation LearningCode1
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable StyleCode1
PanoVPR: Towards Unified Perspective-to-Equirectangular Visual Place Recognition via Sliding Windows across the Panoramic ViewCode1
CCL: Continual Contrastive Learning for LiDAR Place RecognitionCode1
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation ModelsCode1
Top-Down Visual Attention from Analysis by SynthesisCode1
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defenseCode1
Modular Retrieval for Generalization and InterpretationCode1
A Unified Framework for Learned Sparse RetrievalCode1
CompoDiff: Versatile Composed Image Retrieval With Latent DiffusionCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
IRGen: Generative Modeling for Image RetrievalCode1
DiffusionRet: Generative Text-Video Retrieval with Diffusion ModelCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
VVS: Video-to-Video Retrieval with Irrelevant Frame SuppressionCode1
Data-Free Sketch-Based Image RetrievalCode1
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReIDCode1
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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