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 21512200 of 14297 papers

TitleStatusHype
InsCLR: Improving Instance Retrieval with Self-SupervisionCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents IntegrationCode1
Codified audio language modeling learns useful representations for music information retrievalCode1
CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information RetrievalCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud RegistrationCode1
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal EncoderCode1
A Platform for the Biomedical Application of Large Language ModelsCode1
Accurate Visual Localization for Automotive ApplicationsCode1
Insights into LLM Long-Context Failures: When Transformers Know but Don't TellCode1
COLA: A Benchmark for Compositional Text-to-image RetrievalCode1
Integrating multi-label contrastive learning with dual adversarial graph neural networks for cross-modal retrievalCode1
Can large language models reason about medical questions?Code1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate SystemCode1
Collaborative Retrieval for Large Language Model-based Conversational Recommender SystemsCode1
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language ModelCode1
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-TuningCode1
CoLLM: A Large Language Model for Composed Image RetrievalCode1
In Defense of Cross-Encoders for Zero-Shot RetrievalCode1
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language ModelCode1
Towards Completeness-Oriented Tool Retrieval for Large Language ModelsCode1
Combination of Multiple Global Descriptors for Image RetrievalCode1
Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation SystemsCode1
A Flexible Plug-and-Play Module for Generating Variable-LengthCode1
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesCode1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet ExtractionCode1
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative ApproachCode1
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-RankingCode1
Inductive Entity Representations from Text via Link PredictionCode1
Building Russian Benchmark for Evaluation of Information Retrieval ModelsCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and ReportsCode1
Complex Knowledge Base Question Answering: A SurveyCode1
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow PredictionCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
Incorporating External Knowledge through Pre-training for Natural Language to Code GenerationCode1
Composed Image Retrieval for Training-Free Domain ConversionCode1
Inductive Generative Recommendation via Retrieval-based SpeculationCode1
Composing Text and Image for Image Retrieval - An Empirical OdysseyCode1
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation PerspectiveCode1
CARE: a Benchmark Suite for the Classification and Retrieval of EnzymesCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Data Curation Alone Can Stabilize In-context LearningCode1
Compositional Learning of Image-Text Query for Image RetrievalCode1
Keyword-Guided Neural Conversational ModelCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question AnsweringCode1
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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