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 1801–1825 of 14297 papers

TitleStatusHype
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Multimodal Metric Learning for Tag-based Music RetrievalCode1
Bi-directional Training for Composed Image Retrieval via Text Prompt LearningCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
An Empirical Study of Multimodal Model MergingCode1
Multimodal Neural DatabasesCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Multimodal Semi-Supervised Learning for 3D ObjectsCode1
Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-TrainingCode1
BERT for Evidence Retrieval and Claim VerificationCode1
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP formatCode1
BERT got a Date: Introducing Transformers to Temporal TaggingCode1
An Empirical Study of Vehicle Re-Identification on the AI City ChallengeCode1
Multi-Query Video RetrievalCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Multi-Similarity Loss with General Pair Weighting for Deep Metric LearningCode1
BERT-QE: Contextualized Query Expansion for Document Re-rankingCode1
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural NetworksCode1
Multiview Identifiers Enhanced Generative RetrievalCode1
MusCaps: Generating Captions for Music AudioCode1
EigenPlaces: Training Viewpoint Robust Models for Visual Place RecognitionCode1
MVTN: Learning Multi-View Transformations for 3D UnderstandingCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
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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