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 4051–4075 of 14297 papers

TitleStatusHype
CoNCRA: A Convolutional Neural Network Code Retrieval ApproachCode0
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for ImagesCode0
Incremental Multiview Point Cloud RegistrationCode0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian LanguagesCode0
Indoor Visual Positioning Aided by CNN-Based Image Retrieval: Training-Free, 3D Modeling-FreeCode0
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage RetrievalCode0
Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite RankingCode0
Incremental Embedding Learning via Zero-Shot TranslationCode0
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine TranslationCode0
Computing Web-scale Topic Models using an Asynchronous Parameter ServerCode0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
Improving Video Corpus Moment Retrieval with Partial Relevance EnhancementCode0
Computational Job Market Analysis with Natural Language ProcessingCode0
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage ResolutionCode0
Improving zero-shot learning by mitigating the hubness problemCode0
Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive LearningCode0
Improving the Efficiency of Visually Augmented Language ModelsCode0
Improving Segmentation for Technical Support ProblemsCode0
Improving Screening Processes via Calibrated Subset SelectionCode0
Improving Similar Case Retrieval Ranking Performance By Revisiting RankSVMCode0
Improving the matching of deformable objects by learning to detect keypointsCode0
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
Improving Retrieval-Based Question Answering with Deep Inference ModelsCode0
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility StudyCode0
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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