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 3826–3850 of 14297 papers

TitleStatusHype
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
Contextual Recurrent Neural NetworksCode0
DIME: An Online Tool for the Visual Comparison of Cross-Modal Retrieval ModelsCode0
Is Multimodal Vision Supervision Beneficial to Language?Code0
Adapting Learned Sparse Retrieval for Long DocumentsCode0
Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray DataCode0
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image RetrievalCode0
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue SystemsCode0
I run as fast as a rabbit, can you? A Multilingual Simile Dialogue DatasetCode0
Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical TasksCode0
Asynchronous Training of Word Embeddings for Large Text CorporaCode0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
ir_metadata: An Extensible Metadata Schema for IR ExperimentsCode0
Iterative NLP Query Refinement for Enhancing Domain-Specific Information Retrieval: A Case Study in Career ServicesCode0
Contextualization with SPLADE for High Recall RetrievalCode0
IR2: Information Regularization for Information RetrievalCode0
InvGC: Robust Cross-Modal Retrieval by Inverse Graph ConvolutionCode0
All You Can Embed: Natural Language based Vehicle Retrieval with Spatio-Temporal TransformersCode0
iQPP: A Benchmark for Image Query Performance PredictionCode0
ir_explain: a Python Library of Explainable IR MethodsCode0
Asymmetric Minwise HashingCode0
Contextual Explainable Video Representation: Human Perception-based UnderstandingCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action SpacesCode0
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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