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 6401–6425 of 14297 papers

TitleStatusHype
Renmin University of China at TRECVID 2022: Improving Video Search by Feature Fusion and Negation Understanding—0
Metric Learning as a Service with Covariance Embedding—0
A Light Touch Approach to Teaching Transformers Multi-view Geometry—0
RankDNN: Learning to Rank for Few-shot LearningCode1
Who is Gambling? Finding Cryptocurrency Gamblers Using Multi-modal Retrieval MethodsCode0
Dense Text Retrieval based on Pretrained Language Models: A SurveyCode2
Knowledge Retrieval Using Functional Object-Oriented Networks—0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo RetrievalCode0
Toward Universal Text-to-Music RetrievalCode1
Dense Hebbian neural networks: a replica symmetric picture of supervised learning—0
Caching Historical Embeddings in Conversational Search—0
ComCLIP: Training-Free Compositional Image and Text MatchingCode1
Roboflow 100: A Rich, Multi-Domain Object Detection BenchmarkCode2
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion LearningCode1
Proceedings of the 4th International Workshop on Reading Music Systems—0
Biological Random Walks: multi-omics integration for disease gene prioritizationCode0
TransVCL: Attention-enhanced Video Copy Localization Network with Flexible SupervisionCode1
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for ImagesCode0
VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal RetrievalCode1
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual DataCode0
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss—0
Method for Determining the Similarity of Text Documents for the Kazakh language, Taking Into Account Synonyms: Extension to TF-IDF—0
Retrieval-Augmented Multimodal Language Modeling—0
Confidence-guided Centroids for Unsupervised Person Re-Identification—0
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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