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 10101–10125 of 14297 papers

TitleStatusHype
Math Search for the Masses: Multimodal Search Interfaces and Appearance-Based Retrieval—0
MatNexus: A Comprehensive Text Mining and Analysis Suite for Materials Discover—0
Matrix Factorization-Based Clustering Of Image Features For Bandwidth-Constrained Information Retrieval—0
Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning—0
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources—0
MAUPQA: Massive Automatically-created Polish Question Answering Dataset—0
Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation—0
Max-affine regression via first-order methods—0
Max-C and Min-D Projection Autoassociative Fuzzy Morphological Memories: Theory and an Application for Face Recognition—0
Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval—0
Maximizing Use-Case Specificity through Precision Model Tuning—0
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks—0
Maximum Covariance Unfolding : Manifold Learning for Bimodal Data—0
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift—0
Maximum-Margin Hamming Hashing—0
Maybe you are looking for CroQS: Cross-modal Query Suggestion for Text-to-Image Retrieval—0
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval—0
MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model—0
MCoT-RE: Multi-Faceted Chain-of-Thought and Re-Ranking for Training-Free Zero-Shot Composed Image Retrieval—0
MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment—0
MCP-Zero: Active Tool Discovery for Autonomous LLM Agents—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction—0
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights—0
MDMMT-2: Multidomain Multimodal Transformer for Video Retrieval, One More Step Towards Generalization—0
Mean Embeddings with Test-Time Data Augmentation for Ensembling of Representations—0
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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