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

Showing 59015950 of 14297 papers

TitleStatusHype
Benchmarking Middle-Trained Language Models for Neural Search0
Deep Reinforcement Learning for Organ Localization in CT0
Deep Reinforcement Learning for Image Hashing0
Deep Reinforced Query Reformulation for Information Retrieval0
Benchmarking Cognitive Domains for LLMs: Insights from Taiwanese Hakka Culture0
A Deep Reinforcement Learning Chatbot0
ACER: Automatic Language Model Context Extension via Retrieval0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection0
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation0
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models0
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT0
Deep Policy Hashing Network with Listwise Supervision0
Benchmarking and Analyzing Generative Data for Visual Recognition0
An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition0
Deep Plug-and-Play HIO Approach for Phase Retrieval0
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval0
Deep Ordinal Hashing with Spatial Attention0
Deep Neural Solver for Math Word Problems0
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language0
Deep Neural Networks for Query Expansion using Word Embeddings0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language0
An Efficient Indexing and Searching Technique for Information Retrieval for Urdu Language0
A Deep Perceptual Measure for Lens and Camera Calibration0
ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval0
LEANN: A Low-Storage Vector Index0
Deep Neural Network for Learning to Rank Query-Text Pairs0
Matching Models for Graph Retrieval0
Deep Multi-View Enhancement Hashing for Image Retrieval0
Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering0
An Efficient Image Retrieval Based on Fusion of Low-Level Visual Features0
Deep multi-modal networks for book genre classification based on its cover0
Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets0
Deep Multimodal Image-Text Embeddings for Automatic Cross-Media Retrieval0
Deep Momentum Uncertainty Hashing0
Behavior Discovery and Alignment of Articulated Object Classes from Unstructured Video0
A Deep Metric Learning Method for Biomedical Passage Retrieval0
Deep Models for Multi-View 3D Object Recognition: A Review0
Deep Metric Structured Learning For Facial Expression Recognition0
Deep Metric Multi-View Hashing for Multimedia Retrieval0
Deep Metric Learning with Soft Orthogonal Proxies0
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment0
An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval0
Deep Metric Learning with Hierarchical Triplet Loss0
Beef up mmWave Dense Cellular Networks with D2D-Assisted Cooperative Edge Caching0
Deep Metric Learning with Alternating Projections onto Feasible Sets0
An Efficient Data Retrieval Parallel Reeb Graph Algorithm0
A Deep Look into Neural Ranking Models for Information Retrieval0
ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling0
Deep Metric Learning via Adaptive Learnable Assessment0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified