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 4076–4100 of 14297 papers

TitleStatusHype
Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA—0
A Deep Learning Approach for Selective Relevance Feedback—0
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation—0
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage RetrievalCode1
Prompting Large Vision-Language Models for Compositional ReasoningCode0
Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine—0
Positive unlabeled learning for building recommender systems in a parliamentary setting—0
DGL: Dynamic Global-Local Prompt Tuning for Text-Video RetrievalCode1
An Effective Index for Truss-based Community Search on Large Directed Graphs—0
Publication venue recommendation using profiles based on clustering—0
Generative Dense Retrieval: Memory Can Be a BurdenCode1
Episodic Reinforcement Learning with Expanded State-reward Space—0
AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment—0
Comparing Traditional and LLM-based Search for Image Geolocation—0
Enhancing Image-Text Matching with Adaptive Feature AggregationCode0
ChatQA: Surpassing GPT-4 on Conversational QA and RAG—0
LOCALINTEL: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge—0
ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate ChangeCode0
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images—0
Foundations of Vector Retrieval—0
BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs—0
Knowledge Pyramid: A Novel Hierarchical Reasoning Structure for Generalized Knowledge Augmentation and Inference—0
Data Attribution for Diffusion Models: Timestep-induced Bias in Influence EstimationCode0
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search—0
Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task—0
Show:102550
← PrevPage 164 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