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 3176–3200 of 14297 papers

TitleStatusHype
Benchmarking Cognitive Domains for LLMs: Insights from Taiwanese Hakka Culture—0
A Deep Reinforcement Learning Chatbot—0
ACER: Automatic Language Model Context Extension via Retrieval—0
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation—0
An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition—0
ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval—0
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT—0
Benchmarking and Analyzing Generative Data for Visual Recognition—0
A Deep Perceptual Measure for Lens and Camera Calibration—0
LEANN: A Low-Storage Vector Index—0
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language—0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
An Efficient Indexing and Searching Technique for Information Retrieval for Urdu Language—0
Development of Marathi Part of Speech Tagger Using Statistical Approach—0
Dewey Long Context Embedding Model: A Technical Report—0
DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model—0
Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering—0
An Efficient Image Retrieval Based on Fusion of Low-Level Visual Features—0
Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets—0
Behavior Discovery and Alignment of Articulated Object Classes from Unstructured Video—0
A Deep Metric Learning Method for Biomedical Passage Retrieval—0
An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval—0
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment—0
A Deep Look into Neural Ranking Models for Information Retrieval—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