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 25512600 of 14297 papers

TitleStatusHype
Query Resolution for Conversational Search with Limited SupervisionCode1
Open-Retrieval Conversational Question AnsweringCode1
Accounting for Input Noise in Gaussian Process Parameter RetrievalCode1
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal RetrievalCode1
Table Search Using a Deep Contextualized Language ModelCode1
Human Sentence Processing: Recurrence or Attention?Code1
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch GestaltCode1
VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance ChangeCode1
Detection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationCode1
That is a Known Lie: Detecting Previously Fact-Checked ClaimsCode1
Local Self-Attention over Long Text for Efficient Document RetrievalCode1
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
Condensed Movies: Story Based Retrieval with Contextual EmbeddingsCode1
COBRA: Contrastive Bi-Modal Representation AlgorithmCode1
Graph-Embedding Empowered Entity RetrievalCode1
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering ModelsCode1
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question AnsweringCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-trainingCode1
SiBert: Enhanced Chinese Pre-trained Language Model with Sentence InsertionCode1
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringCode1
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCOCode1
A Deep Recurrent Survival Model for Unbiased RankingCode1
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based ChatbotsCode1
Text Segmentation by Cross Segment AttentionCode1
Conversational Word Embedding for Retrieval-Based Dialog SystemCode1
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic LiftingCode1
Neural Head Reenactment with Latent Pose DescriptorsCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
CORD-19: The COVID-19 Open Research DatasetCode1
Incorporating External Knowledge through Pre-training for Natural Language to Code GenerationCode1
Transformer Reasoning Network for Image-Text Matching and RetrievalCode1
Image Quality Assessment: Unifying Structure and Texture SimilarityCode1
Targeted Attack for Deep Hashing based RetrievalCode1
SpeedNet: Learning the Speediness in VideosCode1
Minimizing FLOPs to Learn Efficient Sparse RepresentationsCode1
Dense Passage Retrieval for Open-Domain Question AnsweringCode1
k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples)Code1
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data AugmentationCode1
Feature Re-Learning with Data Augmentation for Video Relevance PredictionCode1
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based ChatbotsCode1
Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and RetrievalCode1
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component AnalysisCode1
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal TransformersCode1
Deformation-Aware 3D Model Embedding and RetrievalCode1
Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal HashingCode1
Learning to Cluster Faces via Confidence and Connectivity EstimationCode1
TREC CAsT 2019: The Conversational Assistance Track OverviewCode1
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object RecognitionCode1
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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