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 7851–7875 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
DiffuSyn Bench: Evaluating Vision-Language Models on Real-World Complexities with Diffusion-Generated Synthetic Benchmarks—0
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency—0
Chunk-Distilled Language Modeling—0
3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning—0
A Reproducibility Study of PLAID—0
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness—0
LLM Program Optimization via Retrieval Augmented Search—0
A Concept-Centered Hypertext Approach to Case-Based Retrieval—0
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method—0
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models—0
MATHion: Solving Math Word Problems with Logically Consistent Problems—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
Math Search for the Masses: Multimodal Search Interfaces and Appearance-Based Retrieval—0
Max-C and Min-D Projection Autoassociative Fuzzy Morphological Memories: Theory and an Application for Face Recognition—0
LLM-VPRF: Large Language Model Based Vector Pseudo Relevance Feedback—0
LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs—0
Measuring Domain Portability and ErrorPropagation in Biomedical QA—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