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 7851–7900 of 14297 papers

TitleStatusHype
LLM-Based Compact Reranking with Document Features for Scientific Retrieval—0
LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification—0
LLM-based Extraction of Contradictions from Patents—0
Evaluating Lexical Similarity to build Sentiment Similarity—0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems—0
DiffuSyn Bench: Evaluating Vision-Language Models on Real-World Complexities with Diffusion-Generated Synthetic Benchmarks—0
Chunk-Distilled Language Modeling—0
3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning—0
A Reproducibility Study of PLAID—0
LLM Program Optimization via Retrieval Augmented Search—0
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness—0
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method—0
A Concept-Centered Hypertext Approach to Case-Based Retrieval—0
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval—0
Distortion-Aware Phase Retrieval Receiver for High-Order QAM Transmission with Carrierless Intensity-Only Measurements—0
LLMs Can Patch Up Missing Relevance Judgments in Evaluation—0
LLMs can realize combinatorial creativity: generating creative ideas via LLMs for scientific research—0
LitLLMs, LLMs for Literature Review: Are we there yet?—0
Distributed Deep Learning for Persistent Monitoring of agricultural Fields—0
LLMs in HCI Data Work: Bridging the Gap Between Information Retrieval and Responsible Research Practices—0
MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model—0
MCP-Zero: Active Tool Discovery for Autonomous LLM Agents—0
Measuring Sentences Similarity: A Survey—0
Evaluating Information Retrieval Systems for Kids—0
Chronologically Accurate Retrieval for Temporal Grounding of Motion-Language Models—0
Local Area Transform for Cross-Modality Correspondence Matching and Deep Scene Recognition—0
Local Binary Pattern for Word Spotting in Handwritten Historical Document—0
Local Color Contrastive Descriptor for Image Classification—0
A Reproducibility Study of Graph-Based Legal Case Retrieval—0
Local Descriptors Optimized for Average Precision—0
Local Directional Relation Pattern for Unconstrained and Robust Face Retrieval—0
Local Feature Detectors, Descriptors, and Image Representations: A Survey—0
Distribution-Aligned Fine-Tuning for Efficient Neural Retrieval—0
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering—0
Local Gradient Hexa Pattern: A Descriptor for Face Recognition and Retrieval—0
LOCALINTEL: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge—0
Localising the Clinical Terminology SNOMED CT by Semi-automated Creation of a German Interface Vocabulary—0
Locality Preserving Markovian Transition for Instance Retrieval—0
Locality Sensitive Hashing for Efficient Similar Polygon Retrieval—0
Localization of Autonomous Vehicles: Proof of Concept for A Computer Vision Approach—0
Precision-Recall Curves Using Information Divergence Frontiers—0
Localizing and Orienting Street Views Using Overhead Imagery—0
Evaluating Generative Ad Hoc Information Retrieval—0
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence—0
CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code—0
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks—0
Local Neighborhood Intensity Pattern: A new texture feature descriptor for image retrieval—0
Local Orthogonal-Group Testing—0
Local Quadruple Pattern: A Novel Descriptor for Facial Image Recognition and Retrieval—0
Chord Recognition- Music and Audio Information Retrieval—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