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 10451–10500 of 14297 papers

TitleStatusHype
Do We Need to Differentiate Negative Candidates Before Training a Neural Ranker?—0
Do We Really Need Scene-specific Pose Encoders?—0
DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs—0
Draw and Tell: Multimodal Descriptions Outperform Verbal- or Sketch-Only Descriptions in an Image Retrieval Task—0
DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning—0
Dreaming neural networks: rigorous results—0
DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation—0
DReSD: Dense Retrieval for Speculative Decoding—0
Dress like a Star: Retrieving Fashion Products from Videos—0
Dr.ICL: Demonstration-Retrieved In-context Learning—0
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering—0
Driving with Regulation: Interpretable Decision-Making for Autonomous Vehicles with Retrieval-Augmented Reasoning via LLM—0
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction—0
Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers—0
Dropping Convexity for More Efficient and Scalable Online Multiview Learning—0
DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes—0
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age—0
Drowning in Documents: Consequences of Scaling Reranker Inference—0
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering—0
DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information—0
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models—0
DrVideo: Document Retrieval Based Long Video Understanding—0
DS4DH at TREC Health Misinformation 2021: Multi-Dimensional Ranking Models with Transfer Learning and Rank Fusion—0
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents—0
DSI++: Updating Transformer Memory with New Documents—0
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation—0
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents—0
DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator—0
DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog—0
DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval—0
Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval—0
Dual Embedding Expansion for Vehicle Re-identification—0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems—0
DualFocus: Integrating Plausible Descriptions in Text-based Person Re-identification—0
Dual-Modal Prompting for Sketch-Based Image Retrieval—0
Dual Pose-invariant Embeddings: Learning Category and Object-specific Discriminative Representations for Recognition and Retrieval—0
Dual Purpose Hashing—0
Dual-Reference Design for Holographic Coherent Diffraction Imaging—0
Dual-reference Face Retrieval—0
Dual Relation Alignment for Composed Image Retrieval—0
Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval—0
Dual-view Curricular Optimal Transport for Cross-lingual Cross-modal Retrieval—0
DuetRAG: Collaborative Retrieval-Augmented Generation—0
Duplicate Bug Report Detection With a Combination of Information Retrieval and Topic Modeling—0
Duplicate Detection in a Knowledge Base with PIKA—0
Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities—0
Duration and Interval Hidden Markov Model for Sequential Data Analysis—0
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine—0
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines—0
DVHN: A Deep Hashing Framework for Large-scale Vehicle Re-identification—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