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

Showing 91019150 of 14297 papers

TitleStatusHype
Fast, Small, and Simple Document Listing on Repetitive Text Collections0
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish0
Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers0
Fast Slate Policy Optimization: Going Beyond Plackett-Luce0
Cold Start Problem For Automated Live Video Comments0
Ask Me Anything in Your Native Language0
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval0
FastRAG: Retrieval Augmented Generation for Semi-structured Data0
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring0
Ask Me Anything in Your Native Language0
ColBERT-serve: Efficient Multi-Stage Memory-Mapped Scoring0
AskMe: A LAPPS Grid-based NLP Query and Retrieval System for Covid-19 Literature0
Fast Metric Learning For Deep Neural Networks0
Fast Loop Closure Detection via Binary Content0
Fast Kronecker product kernel methods via generalized vec trick0
Asking More Informative Questions for Grounded Retrieval0
AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment0
Fast Interactive Image Retrieval using large-scale unlabeled data0
FastHybrid: A Hybrid Model for Efficient Answer Selection0
Fast Gumbel-Max Sketch and its Applications0
Fast Global Convergence for Low-rank Matrix Recovery via Riemannian Gradient Descent with Random Initialization0
COIN: Co-Cluster Infomax for Bipartite Graphs0
Fast Generating A Large Number of Gumbel-Max Variables0
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks0
Asking Clarifying Questions Based on Negative Feedback in Conversational Search0
Faster Video Moment Retrieval with Point-Level Supervision0
Fast Electromagnetic Validations of Large-Scale Digital Coding Metasurfaces Accelerated by Recurrence Rebuild and Retrieval Method0
Fast Dictionary Matching for Content-based Image Retrieval0
Cognitive Prompts Using Guilford's Structure of Intellect Model0
Cognitive Modeling of Semantic Fluency Using Transformers0
A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch0
AI Recommendation System for Enhanced Customer Experience: A Novel Image-to-Text Method0
A Cross-Font Image Retrieval Network for Recognizing Undeciphered Oracle Bone Inscriptions0
A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential0
A Comprehensive Survey on Retrieval Methods in Recommender Systems0
IoT Network Security from the Perspective of Adversarial Deep Learning0
Compact Scene Graphs for Layout Composition and Patch Retrieval0
FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos0
Cognitively Inspired Components for Social Conversational Agents0
Fast Barcode Retrieval for Consensus Contouring0
Fast Approximate K-Means via Cluster Closures0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics0
A Sketch Based 3D Shape Retrieval Approach Based on Efficient Deep Point-to-Subspace Metric Learning0
Fast and Robust Structural Damage Analysis of Civil Infrastructure Using UAV Imagery0
Cognitive Dynamic Systems: A Technical Review of Cognitive Radar0
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval0
Fast and Efficient Scene Categorization for Autonomous Driving using VAEs0
Cognitive-Aligned Document Selection for Retrieval-augmented Generation0
Fast and Accurate Normal Estimation for Point Cloud via Patch Stitching0
A simulated annealing approach to optimal storing in a multi-level warehouse0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified