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 19512000 of 14297 papers

TitleStatusHype
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
HyQE: Ranking Contexts with Hypothetical Query EmbeddingsCode1
Hybrid Inverted Index Is a Robust Accelerator for Dense RetrievalCode1
Image-based table recognition: data, model, and evaluationCode1
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective ReasoningCode1
Hyperbolic Image EmbeddingsCode1
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and MappingCode1
HyP^2 Loss: Beyond Hypersphere Metric Space for Multi-label Image RetrievalCode1
Hyperbolic Image-Text RepresentationsCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance ProcessCode1
CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information RetrievalCode1
A Generic Visualization Approach for Convolutional Neural NetworksCode1
HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet LossCode1
Hyperbolic Relevance Matching for Neural Keyphrase ExtractionCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in ContextCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and RetrievalCode1
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge ManagementCode1
FuseCap: Leveraging Large Language Models for Enriched Fused Image CaptionsCode1
Hypergraph Propagation and Community Selection for Objects RetrievalCode1
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented GenerationCode1
Hybrid Contrastive Quantization for Efficient Cross-View Video RetrievalCode1
BMRetriever: Tuning Large Language Models as Better Biomedical Text RetrieversCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
A Prior Instruction Representation Framework for Remote Sensing Image-text RetrievalCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal LearningCode1
HybridHash: Hybrid Convolutional and Self-Attention Deep Hashing for Image RetrievalCode1
CLoVe: Encoding Compositional Language in Contrastive Vision-Language ModelsCode1
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data PoisoningCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Generalized Few-Shot Video Classification with Video Retrieval and Feature GenerationCode1
Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen ObjectsCode1
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite HistoryCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient KoreaCode1
Boosting Healthcare LLMs Through Retrieved ContextCode1
REALM: Retrieval-Augmented Language Model Pre-TrainingCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep LearningCode1
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented GenerationCode1
Dual Encoding for Video Retrieval by TextCode1
Image-text Retrieval via Preserving Main Semantics of VisionCode1
How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain SettingsCode1
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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