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 2101–2125 of 14297 papers

TitleStatusHype
KBLaM: Knowledge Base augmented Language ModelCode5
When Does Perceptual Alignment Benefit Vision Representations?Code4
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality DocumentsCode4
Model-based Large Language Model Customization as Service—0
STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack—0
EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network OperationsCode4
Global convergence of gradient descent for phase retrieval—0
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization—0
ChartKG: A Knowledge-Graph-Based Representation for Chart Images—0
MIRAGE: Multimodal Identification and Recognition of Annotations in Indian General Prescriptions—0
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning—0
Agentic Information Retrieval—0
LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering—0
Quebec Automobile Insurance Question-Answering With Retrieval-Augmented GenerationCode0
Toward General Instruction-Following Alignment for Retrieval-Augmented GenerationCode2
DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning—0
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationCode1
Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions—0
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism—0
ACER: Automatic Language Model Context Extension via Retrieval—0
GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation—0
RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process—0
RoRA-VLM: Robust Retrieval-Augmented Vision Language Models—0
MedMobile: A mobile-sized language model with expert-level clinical capabilitiesCode0
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP—0
Show:102550
← PrevPage 85 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