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 4551–4575 of 14297 papers

TitleStatusHype
End-to-End Open Vocabulary Keyword SearchCode0
End-to-End Open-Domain Question Answering with BERTseriniCode0
HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive ModellingCode0
End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language ModelsCode0
Hierarchy-based Image Embeddings for Semantic Image RetrievalCode0
Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning ModelsCode0
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question GenerationCode0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
End-to-End Multimodal Emotion Recognition using Deep Neural NetworksCode0
IDEAL: Independent Domain Embedding Augmentation LearningCode0
Hierarchical Relational Networks for Group Activity Recognition and RetrievalCode0
Hierarchical Similarity Learning for Language-based Product Image RetrievalCode0
HoloFace: Augmenting Human-to-Human Interactions on HoloLensCode0
Hierarchical Indexing for Retrieval-Augmented Opinion SummarizationCode0
A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification ProblemsCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
End-to-end Learning of Deep Visual Representations for Image RetrievalCode0
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer LearningCode0
Chain of Thought Prompting Elicits Knowledge AugmentationCode0
Enhancing Image-Text Matching with Adaptive Feature AggregationCode0
Hierarchical localization with panoramic views and triplet loss functionsCode0
Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge DescriptionCode0
CCIN: Compositional Conflict Identification and Neutralization for Composed Image RetrievalCode0
Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded DialogueCode0
End-to-End Cross-Modality Retrieval with CCA Projections and Pairwise Ranking LossCode0
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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