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 39013950 of 14297 papers

TitleStatusHype
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical TasksCode0
ir_explain: a Python Library of Explainable IR MethodsCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Context-Aware Sentence/Passage Term Importance Estimation For First Stage RetrievalCode0
iQPP: A Benchmark for Image Query Performance PredictionCode0
IR2: Information Regularization for Information RetrievalCode0
Context Aware Query Image Representation for Particular Object RetrievalCode0
Context-Aware Embeddings for Automatic Art AnalysisCode0
TechNet: Technology Semantic Network Based on Patent DataCode0
InvGC: Robust Cross-Modal Retrieval by Inverse Graph ConvolutionCode0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
Context-Aware Cross-Lingual MappingCode0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
Investigating Task Arithmetic for Zero-Shot Information RetrievalCode0
Investigating Conversational Search Behavior For Domain ExplorationCode0
A Little Bit Is Worse Than None: Ranking with Limited Training DataCode0
Investigating Societal Biases in a Poetry Composition SystemCode0
Investigating the Effects of Sparse Attention on Cross-EncodersCode0
Inverse-Category-Frequency based supervised term weighting scheme for text categorizationCode0
A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsCode0
Inverse Cooking: Recipe Generation from Food ImagesCode0
Content Selection Network for Document-grounded Retrieval-based ChatbotsCode0
A Bi-Encoder LSTM Model For Learning Unstructured DialogsCode0
Inverting The Generator Of A Generative Adversarial Network (II)Code0
ir_metadata: An Extensible Metadata Schema for IR ExperimentsCode0
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption RetrievalCode0
Learning to Speak and Act in a Fantasy Text Adventure GameCode0
Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure ConstraintCode0
Distinctive Interest Point Selection for Efficient Near-duplicate Image RetrievalCode0
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal InterventionsCode0
Intra-Modal Constraint Loss For Image-Text RetrievalCode0
Content based singing voice source separation via strong conditioning using aligned phonemesCode0
Interpretation of multi-label classification models using shapley valuesCode0
Interpretable Natural Language Segmentation Based on Link GrammarCode0
Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural NetworksCode0
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based ChatbotsCode0
Content-based image retrieval tutorialCode0
Interactive Machine Comprehension with Information Seeking AgentsCode0
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational HistoryCode0
Introducing a Class-Aware Metric for Monocular Depth Estimation: An Automotive PerspectiveCode0
Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report GenerationCode0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalCode0
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language ModelsCode0
Integrating Listwise Ranking into Pairwise-based Image-Text RetrievalCode0
Improved Deep Hashing with Soft Pairwise Similarity for Multi-label Image RetrievalCode0
Integrating Visual and Semantic Similarity Using Hierarchies for Image RetrievalCode0
InRanker: Distilled Rankers for Zero-shot Information RetrievalCode0
Input-Driven Dynamics for Robust Memory Retrieval in Hopfield NetworksCode0
INSPIRED2: An Improved Dataset for Sociable Conversational RecommendationCode0
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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