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 4951–5000 of 14297 papers

TitleStatusHype
R+X: Retrieval and Execution from Everyday Human Videos—0
Object-Aware Query Perturbation for Cross-Modal Image-Text RetrievalCode0
Evaluating Search Engines and Large Language Models for Answering Health QuestionsCode0
HDLCopilot: Natural Language Exploration of Hardware Designs and Libraries—0
Crafting the Path: Robust Query Rewriting for Information Retrieval—0
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities—0
Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models—0
Optimizing Query Generation for Enhanced Document Retrieval in RAG—0
MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline—0
EchoSight: Advancing Visual-Language Models with Wiki Knowledge—0
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval—0
Better RAG using Relevant Information GainCode0
Interactions with Generative Information Retrieval Systems—0
Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation—0
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis—0
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting—0
A PLMs based protein retrieval framework—0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
Addressing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval—0
SEMINAR: Search Enhanced Multi-modal Interest Network and Approximate Retrieval for Lifelong Sequential Recommendation—0
Evaluation of RAG Metrics for Question Answering in the Telecom Domain—0
Numbers Matter! Bringing Quantity-awareness to Retrieval SystemsCode0
The Interpretation Gap in Text-to-Music Generation Models—0
One-Bit MIMO Detection: From Global Maximum-Likelihood Detector to Amplitude Retrieval Approach—0
Region-aware Image-based Human Action Retrieval with Transformers—0
Fast and Robust Phase Retrieval via Deep Expectation-Consistent ApproximationCode0
Mitigating Entity-Level Hallucination in Large Language ModelsCode0
Toward Automatic Group Membership Annotation for Group Fairness Evaluation—0
Context Embeddings for Efficient Answer Generation in RAG—0
Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image RetrievalCode0
RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL—0
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation SystemsCode0
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting—0
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency RehearsalCode0
Multi-Group Proportional Representation in RetrievalCode0
A Comprehensive Survey on Retrieval Methods in Recommender Systems—0
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024—0
Lynx: An Open Source Hallucination Evaluation Model—0
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval?—0
KaiRacters: Character-level-based Writer Retrieval for Greek Papyri—0
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging—0
Attribute or Abstain: Large Language Models as Long Document AssistantsCode0
FACTS About Building Retrieval Augmented Generation-based Chatbots—0
Incremental Multiview Point Cloud Registration with Two-stage Candidate Retrieval—0
A Critical Review of Causal Reasoning Benchmarks for Large Language Models—0
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For BirdsCode0
Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIRCode0
EA-VTR: Event-Aware Video-Text Retrieval—0
TVR-Ranking: A Dataset for Ranked Video Moment Retrieval with Imprecise QueriesCode0
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability—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