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 92519300 of 14297 papers

TitleStatusHype
CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval0
Camera Obscurer: Generative Art for Design Inspiration0
CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization0
CAMOUFLAGE: Exploiting Misinformation Detection Systems Through LLM-driven Adversarial Claim Transformation0
Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions?0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care0
No Captions, No Problem: Captionless 3D-CLIP Alignment with Hard Negatives via CLIP Knowledge and LLMs0
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension0
Can Image Retrieval help Visual Saliency Detection?0
Can Impressions of Music be Extracted from Thumbnail Images?0
Generative Retrieval with Large Language Models0
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets0
Can MusicGen Create Training Data for MIR Tasks?0
Can Old TREC Collections Reliably Evaluate Modern Neural Retrieval Models?0
Can Structured Data Reduce Epistemic Uncertainty?0
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models0
Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights0
CANVASEMB: Learning Layout Representation with Large-scale Pre-training for Graphic Design0
Can We Find the Code? An Empirical Study of Google Scholar's Code Retrieval0
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks0
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method0
Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network0
LATFormer: Locality-Aware Point-View Fusion Transformer for 3D Shape Recognition0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training0
CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation0
CAPTAIN: Comprehensive Composition Assistance for Photo Taking0
``Caption'' as a Coherence Relation: Evidence and Implications0
Captions Are Worth a Thousand Words: Enhancing Product Retrieval with Pretrained Image-to-Text Models0
CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System0
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation0
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations0
Care Episode Retrieval0
Careful Selection of Knowledge to solve Open Book Question Answering0
CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering0
CartoMark: a benchmark dataset for map pattern recognition and 1 map content retrieval with machine intelligence0
CASA: Category-agnostic Skeletal Animal Reconstruction0
Cascaded Asymmetric Local Pattern: A Novel Descriptor for Unconstrained Facial Image Recognition and Retrieval0
Cascaded Fast and Slow Models for Efficient Semantic Code Search0
Case-based Reasoning Augmented Large Language Model Framework for Decision Making in Realistic Safety-Critical Driving Scenarios0
Case-based Similar Image Retrieval for Weakly Annotated Large Histopathological Images of Malignant Lymphoma Using Deep Metric Learning0
CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding0
CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation0
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years0
Case Study: The Impact of Location on Bias in Search Results0
Catching Image Retrieval Generalization0
Categorical, Ratio, and Professorial Data: The Case for Reciprocal Rank0
Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data0
Catena Operations for Unified Dependency Analysis0
Catplayinginthesnow: Impact of Prior Segmentation on a Model of Visually Grounded Speech0
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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