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 3626–3650 of 14297 papers

TitleStatusHype
Enhancing Legal Document Retrieval: A Multi-Phase Approach with Large Language Models—0
Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval—0
Denoising Table-Text Retrieval for Open-Domain Question AnsweringCode0
TWOLAR: a TWO-step LLM-Augmented distillation method for passage RerankingCode0
The Solution for the CVPR 2023 1st foundation model challenge-Track2—0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics—0
ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringCode1
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsCode0
CaseLink: Inductive Graph Learning for Legal Case RetrievalCode1
Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed TomographyCode3
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback—0
Cross-lingual Contextualized Phrase RetrievalCode0
Composed Video Retrieval via Enriched Context and Discriminative EmbeddingsCode2
ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code SearchCode0
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification—0
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language ModelsCode0
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models—0
BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval—0
Edit3K: Universal Representation Learning for Video Editing Components—0
Knowledge-Enhanced Dual-stream Zero-shot Composed Image RetrievalCode1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
Fine Tuning LLM for Enterprise: Practical Guidelines and Recommendations—0
Improving Retrieval for RAG based Question Answering Models on Financial Documents—0
QueryExplorer: An Interactive Query Generation Assistant for Search and ExplorationCode0
Show:102550
← PrevPage 146 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