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 7951–8000 of 14297 papers

TitleStatusHype
Evaluating Generative Ad Hoc Information Retrieval—0
Long-Tail Crisis in Nearest Neighbor Language Models—0
Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions—0
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets—0
CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code—0
DM2RM: Dual-Mode Multimodal Ranking for Target Objects and Receptacles Based on Open-Vocabulary Instructions—0
Long-VMNet: Accelerating Long-Form Video Understanding via Fixed Memory—0
Chord Recognition- Music and Audio Information Retrieval—0
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval—0
Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold—0
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models—0
DMQR-RAG: Diverse Multi-Query Rewriting for RAG—0
Look into the Future: Deep Contextualized Sequential Recommendation—0
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification—0
LoopITR: Combining Dual and Cross Encoder Architectures for Image-Text Retrieval—0
DNN-based 3D Cloud Retrieval for Variable Solar Illumination and Multiview Spaceborne Imaging—0
Aggregating Continuous Word Embeddings for Information Retrieval—0
Evaluating Embedding APIs for Information Retrieval—0
A Reproducibility and Generalizability Study of Large Language Models for Query Generation—0
A Computational Model for Interactive Transcription—0
LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding—0
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild—0
LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering—0
Lorentzian Distance Learning—0
Evaluating D-MERIT of Partial-annotation on Information Retrieval—0
Lost in OCR Translation? Vision-Based Approaches to Robust Document Retrieval—0
Choppy: Cut Transformer For Ranked List Truncation—0
Evaluating Dense Passage Retrieval using Transformers—0
Lost Your Style? Navigating with Semantic-Level Approach for Text-to-Outfit Retrieval—0
Evaluating Contrastive Models for Instance-based Image Retrieval—0
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents—0
Low Complexity Regularized Phase Retrieval—0
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems—0
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding—0
Low-frequency Image Deep Steganography: Manipulate the Frequency Distribution to Hide Secrets with Tenacious Robustness—0
Low-Level Features for Image Retrieval Based on Extraction of Directional Binary Patterns and Its Oriented Gradients Histogram—0
Low Photon Budget Phase Retrieval with Perceptual Loss Trained Deep Neural Networks—0
Low Photon Count Phase Retrieval Using Deep Learning—0
Low-Precision Quantization for Efficient Nearest Neighbor Search—0
Low-rank matrix recovery with composite optimization: good conditioning and rapid convergence—0
Evaluating Answer Reranking Strategies in Time-sensitive Question Answering—0
Low-Rank Phase Retrieval with Structured Tensor Models—0
Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark—0
Aggregating Binary Local Descriptors for Image Retrieval—0
DocReLM: Mastering Document Retrieval with Language Model—0
LPar -- A Distributed Multi Agent platform for building Polyglot, Omni Channel and Industrial grade Natural Language Interfaces—0
LProtector: An LLM-driven Vulnerability Detection System—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—0
MEMO: A Deep Network for Flexible Combination of Episodic Memories—0
Memorization to Generalization: Emergence of Diffusion Models from Associative Memory—0
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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