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

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Showing 11101–11150 of 14297 papers

TitleStatusHype
Foundations of Vector Retrieval—0
Fourier Phase Retrieval with Extended Support Estimation via Deep Neural Network—0
Fourier ptychographic reconstruction using Poisson maximum likelihood and truncated Wirtinger gradient—0
FPAN: Fine-grained and Progressive Attention Localization Network for Data Retrieval—0
fpgaHART: A toolflow for throughput-oriented acceleration of 3D CNNs for HAR onto FPGAs—0
Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension—0
Fractional Local Neighborhood Intensity Pattern for Image Retrieval using Genetic Algorithm—0
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs—0
FraGNNet: A Deep Probabilistic Model for Mass Spectrum Prediction—0
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels—0
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks—0
Free-Form Multi-Modal Multimedia Retrieval (4MR)—0
Freehand Sketch Recognition Using Deep Features—0
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference—0
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation—0
FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS—0
Freeview Sketching: View-Aware Fine-Grained Sketch-Based Image Retrieval—0
Frequency Disentangled Residual Network—0
Frequently Asked Questions Retrieval for Croatian Based on Semantic Textual Similarity—0
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents—0
FROG-measurement based phase retrieval for analytic signals—0
From A Glance to "Gotcha": Interactive Facial Image Retrieval with Progressive Relevance Feedback—0
From Audio to Symbolic Encoding—0
From Baseline to Top Performer: A Reproducibility Study of Approaches at the TREC 2021 Conversational Assistance Track—0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models—0
From Chaos to Automation: Enabling the Use of Unstructured Data for Robotic Process Automation—0
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL—0
From Cooking Recipes to Robot Task Trees -- Improving Planning Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network—0
Take a Fresh Look at Recommender Systems from an Evaluation Standpoint—0
From ELTeC Text Collection Metadata and Named Entities to Linked-data (and Back)—0
From End-User's Requirements to Web Services Retrieval: A Semantic and Intention-Driven Approach—0
From Generalist to Specialist: Improving Large Language Models for Medical Physics Using ARCoT—0
From Gradient Flow on Population Loss to Learning with Stochastic Gradient Descent—0
From Graph Local Embedding to Deep Metric Learning—0
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation—0
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs—0
From Keywords to Structured Summaries: Streamlining Scholarly Information Access—0
From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts—0
From Language Models to Practical Self-Improving Computer Agents—0
From Linguistic Resources to Ontology-Aware Terminologies: Minding the Representation Gap—0
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models—0
From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval—0
From Models to Systems: A Comprehensive Fairness Framework for Compositional Recommender Systems—0
From Protocol to Screening: A Hybrid Learning Approach for Technology-Assisted Systematic Literature Reviews—0
From Questions to Insightful Answers: Building an Informed Chatbot for University Resources—0
From RAGs to riches: Using large language models to write documents for clinical trials—0
From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents—0
From RAG to RICHES: Retrieval Interlaced with Sequence Generation—0
From Retrieval to Generation: Comparing Different Approaches—0
From Retrieval to Generation: Efficient and Effective Entity Set Expansion—0
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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