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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 9901–9925 of 14297 papers

TitleStatusHype
LiNR: Model Based Neural Retrieval on GPUs at LinkedIn—0
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features—0
LISN @ WMT 2021—0
Literature Review of the Pioneering Approaches in Cloud-based Search Engines Powered by LETOR Techniques—0
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling—0
Live Iterative Ptychography with projection-based algorithms—0
Live Laparoscopic Video Retrieval with Compressed Uncertainty—0
LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval—0
Living Lab Evaluation for Life and Social Sciences Search Platforms -- LiLAS at CLEF 2021—0
Living Labs - An Ethical Challenge for Researchers and Platform Providers—0
Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model—0
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning—0
LLM4DESIGN: An Automated Multi-Modal System for Architectural and Environmental Design—0
LLM4Tag: Automatic Tagging System for Information Retrieval via Large Language Models—0
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning—0
LLM Agents Improve Semantic Code Search—0
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective—0
LLM as an Art Director (LaDi): Using LLMs to improve Text-to-Media Generators—0
LLM-Assisted Proactive Threat Intelligence for Automated Reasoning—0
LLM-Augmented Retrieval: Enhancing Retrieval Models Through Language Models and Doc-Level Embedding—0
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
LLM-Independent Adaptive RAG: Let the Question Speak for Itself—0
LLM-Oriented Retrieval Tuner—0
Show:102550
← PrevPage 397 of 572Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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