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 1215112200 of 14297 papers

TitleStatusHype
SparTerm: Learning Term-based Sparse Representation for Fast Text Retrieval0
Spatial Assembly Networks for Image Representation Learning0
NeuroHash: A Hyperdimensional Neuro-Symbolic Framework for Spatially-Aware Image Hashing and Retrieval0
Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions0
Spatial images from temporal data0
Spatial noise-aware temperature retrieval from infrared sounder data0
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions0
Spatial-Semantic Image Search by Visual Feature Synthesis0
Spatio-Semantic ConvNet-Based Visual Place Recognition0
VLMT: Vision-Language Multimodal Transformer for Multimodal Multi-hop Question Answering0
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding0
Spatio-temporal Person Retrieval via Natural Language Queries0
Spatio-temporal Video Re-localization by Warp LSTM0
Spatio-Temporal Video Representation Learning for AI Based Video Playback Style Prediction0
PokemonChat: Auditing ChatGPT for Pokémon Universe Knowledge0
Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness0
Specialized Re-Ranking: A Novel Retrieval-Verification Framework for Cloth Changing Person Re-Identification0
Specializing Joint Representations for the task of Product Recommendation0
Spectral band selection for vegetation properties retrieval using Gaussian processes regression0
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation0
Spectral Initialization for High-Dimensional Phase Retrieval with Biased Spatial Directions0
Spectrally Similar Graph Pooling0
On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models0
Poisoned LangChain: Jailbreak LLMs by LangChain0
Spectrum of non-Hermitian deep-Hebbian neural networks0
SPECTRUM: Semantic Processing and Emotion-informed video-Captioning Through Retrieval and Understanding Modalities0
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting0
POI Semantic Model with a Deep Convolutional Structure0
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation0
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering0
Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks0
POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering Dataset0
Speech Retrieval-Augmented Generation without Automatic Speech Recognition0
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding0
SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information0
You See What I Want You To See: Exploring Targeted Black-Box Transferability Attack for Hash-Based Image Retrieval Systems0
Point Transformer for Shape Classification and Retrieval of 3D and ALS Roof PointClouds0
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval0
Spellchecking for Children in Web Search: a Natural Language Interface Case-study0
SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings0
SPE: Symmetrical Prompt Enhancement for Factual Knowledge Retrieval0
Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings0
SphereVLAD++: Attention-based and Signal-enhanced Viewpoint Invariant Descriptor0
Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition0
Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval0
Vocabulary and the Brain: Evidence from Neuroimaging Studies0
Spike and Slab Gaussian Process Latent Variable Models0
Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering0
SpiNNTools: The Execution Engine for the SpiNNaker Platform0
Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation0
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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