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 1390113950 of 14297 papers

TitleStatusHype
PROP: Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question AnsweringCode0
Selective Deep Convolutional Features for Image RetrievalCode0
Visually Grounded VQA by Lattice-based RetrievalCode0
On Using GUI Interaction Data to Improve Text Retrieval-based Bug LocalizationCode0
TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible AdapterCode0
PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and SummarizationCode0
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value IdentificationCode0
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal PredictionCode0
Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysisCode0
Visual Navigation of Digital Libraries: Retrieval and Classification of Images in the National Library of Norway's Digitised Book CollectionCode0
When Are Nonconvex Problems Not Scary?Code0
Unsupervised Representation Learning via Neural Activation CodingCode0
Trainability, Expressivity and Interpretability in Gated Neural ODEsCode0
Representation Learning via Consistent Assignment of Views over Random PartitionsCode0
OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval SystemCode0
Training CLIP models on Data from Scientific PapersCode0
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search EngineCode0
Answering Visual-Relational Queries in Web-Extracted Knowledge GraphsCode0
TagRec: Automated Tagging of Questions with Hierarchical Learning TaxonomyCode0
TagRec++: Hierarchical Label Aware Attention Network for Question CategorizationCode0
Repository-level Code Search with Neural Retrieval MethodsCode0
Tailoring and Evaluating the Wikipedia for in-Domain Comparable Corpora ExtractionCode0
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust ModelsCode0
Training-Free Exponential Context Extension via Cascading KV CacheCode0
When Can We Track Significant Preference Shifts in Dueling Bandits?Code0
SegMap: Segment-based mapping and localization using data-driven descriptorsCode0
Unsupervised Sentence Textual Similarity with Compositional Phrase SemanticsCode0
Training-free Zero-shot Composed Image Retrieval via Weighted Modality Fusion and SimilarityCode0
Talk2X -- An Open-Source Toolkit Facilitating Deployment of LLM-Powered Chatbots on the WebCode0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QACode0
PROPHET: An Inferable Future Forecasting Benchmark with Causal Intervened Likelihood EstimationCode0
Talking Face Generation by Adversarially Disentangled Audio-Visual RepresentationCode0
Training Neural Response Selection for Task-Oriented Dialogue SystemsCode0
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub RepositoriesCode0
Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive QueriesCode0
When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation EditsCode0
SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated TextCode0
TARGER: Neural Argument Mining at Your FingertipsCode0
On the Effect of Low-Frequency Terms on Neural-IR ModelsCode0
Training Triplet Networks with GANCode0
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented GenerationCode0
Targeted Mismatch Adversarial Attack: Query with a Flower to Retrieve the TowerCode0
Target-Guided Open-Domain Conversation PlanningCode0
Video Logo Retrieval based on local FeaturesCode0
Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question AnsweringCode0
Reordering Examples Helps during Priming-based Few-Shot LearningCode0
TAR on Social Media: A Framework for Online Content ModerationCode0
Visual Representation Learning with Self-Supervised Attention for Low-Label High-data RegimeCode0
Tram: A Token-level Retrieval-augmented Mechanism for Source Code SummarizationCode0
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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