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 1976–2000 of 14297 papers

TitleStatusHype
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 second183.53—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