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 6976–7000 of 14297 papers

TitleStatusHype
DeepJoin: Joinable Table Discovery with Pre-trained Language Models—0
Killing two birds with one stone: Can an audio captioning system also be used for audio-text retrieval?—0
Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model—0
Learning Barycentric Representations of 3D Shapes for Sketch-Based 3D Shape Retrieval—0
Deep Joint Source-Channel Coding for Wireless Image Retrieval—0
KIMAs: A Configurable Knowledge Integrated Multi-Agent System—0
KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads—0
Kinit Classification in Ethiopian Chants, Azmaris and Modern Music: A New Dataset and CNN Benchmark—0
KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data—0
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation—0
KisanQRS: A Deep Learning-based Automated Query-Response System for Agricultural Decision-Making—0
Deep Learning and Continuous Representations for Natural Language Processing—0
Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base—0
KITTEN: A Knowledge-Intensive Evaluation of Image Generation on Visual Entities—0
KLUCB Approach to Copeland Bandits—0
Learning by Aligning 2D Skeleton Sequences and Multi-Modality Fusion—0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss—0
KNET: A General Framework for Learning Word Embedding using Morphological Knowledge—0
KNET: Integrating Hypermedia and Bayesian Modeling—0
kNN-Adapter: Efficient Domain Adaptation for Black-Box Language Models—0
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies—0
KNN-Diffusion: Image Generation via Large-Scale Retrieval—0
kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval—0
Approximate k-NN Graph Construction: a Generic Online Approach—0
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses—0
Show:102550
← PrevPage 280 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