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 10251–10300 of 14297 papers

TitleStatusHype
Mitigating Interpretation Bias in Rock Records with Large Language Models: Insights from Paleoenvironmental Analysis—0
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering—0
Mitigation Procedures to Rank Experts through Information Retrieval Measures—0
Miutsu: NTU's TaskBot for the Alexa Prize—0
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings—0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval—0
Category-Oriented Representation Learning for Image to Multi-Modal Retrieval—0
Mixing realities for sketch retrieval in Virtual Reality—0
Mix-Modality Person Re-Identification: A New and Practical Paradigm—0
MixStyle Neural Networks for Domain Generalization and Adaptation—0
Mixture-of-PageRanks: Replacing Long-Context with Real-Time, Sparse GraphRAG—0
Mixture of Rationale: Multi-Modal Reasoning Mixture for Visual Question Answering—0
MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering—0
MKL-RT: Multiple Kernel Learning for Ratio-trace Problems via Convex Optimization—0
MLLM4PUE: Toward Universal Embeddings in Computational Pathology through Multimodal LLMs—0
MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents—0
MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval—0
MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval—0
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework—0
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation—0
Multilingual Molecular Representation Learning via Contrastive Pre-training—0
MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents—0
MMED: A Multi-domain and Multi-modality Event Dataset—0
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs—0
MMFL-Net: Multi-scale and Multi-granularity Feature Learning for Cross-domain Fashion Retrieval—0
MMIS: Multimodal Dataset for Interior Scene Visual Generation and Recognition—0
MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework—0
MMMORRF: Multimodal Multilingual Modularized Reciprocal Rank Fusion—0
MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning—0
MMTEB: Massive Multilingual Text Embedding Benchmark—0
Mobile Multi-View Object Image Search—0
MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks—0
Modal-aware Features for Multimodal Hashing—0
Modality-Balanced Embedding for Video Retrieval—0
Modality-dependent Cross-media Retrieval—0
Modality: logic, semantics, annotation and machine learning—0
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning—0
Model-based Large Language Model Customization as Service—0
Bi-Encoder Cascades for Efficient Image Search—0
Model Distillation with Knowledge Transfer from Face Classification to Alignment and Verification—0
Model-Driven Feed-Forward Prediction for Manipulation of Deformable Objects—0
Modeling Alzheimer's Disease: From Memory Loss to Plaque & Tangles Formation—0
Modeling Bilingual Sentence Processing: Evaluating RNN and Transformer Architectures for Cross-Language Structural Priming—0
Modeling covert event retrieval in logical metonymy: probabilistic and distributional accounts—0
Modeling Document Interactions for Learning to Rank with Regularized Self-Attention—0
Modeling Documents with Deep Boltzmann Machines—0
Modeling Empathic Similarity in Personal Narratives—0
Modeling Entity Knowledge for Fact Verification—0
Modeling Exemplification in Long-form Question Answering via Retrieval—0
Modeling Exemplification in Long-form Question Answering via Retrieval—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