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 3551–3575 of 14297 papers

TitleStatusHype
Deep Neural Networks for Query Expansion using Word Embeddings—0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
Deep Neural Solver for Math Word Problems—0
Deep Ordinal Hashing with Spatial Attention—0
Data leakage in cross-modal retrieval training: A case study—0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing—0
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval—0
Deep Plug-and-Play HIO Approach for Phase Retrieval—0
Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation—0
Automating Horizon Scanning in Future Studies—0
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models—0
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT—0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection—0
An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition—0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction—0
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation—0
Benchmarking Cognitive Domains for LLMs: Insights from Taiwanese Hakka Culture—0
Deep Reinforced Query Reformulation for Information Retrieval—0
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild—0
Deep Reinforcement Learning for Organ Localization in CT—0
Dr.ICL: Demonstration-Retrieved In-context Learning—0
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering—0
DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes—0
DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information—0
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine—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