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 64516500 of 14297 papers

TitleStatusHype
UMFuse: Unified Multi View Fusion for Human Editing applications0
Data-Efficient Autoregressive Document Retrieval for Fact Verification0
Cross-Modal Adapter for Text-Video RetrievalCode1
ArcAid: Analysis of Archaeological Artifacts using DrawingsCode0
CapEnrich: Enriching Caption Semantics for Web Images via Cross-modal Pre-trained KnowledgeCode0
Thermodynamics of bidirectional associative memories0
Beurling-Selberg Extremization for Dual-Blind Deconvolution Recovery in Joint Radar-Communications0
Task-aware Retrieval with InstructionsCode1
RetroMAE v2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language ModelsCode2
Structural Segmentation and Labeling of Tabla Solo Performances0
MM-Locate-News: Multimodal Focus Location Estimation in NewsCode0
Navigating Connected Memories with a Task-oriented Dialog SystemCode1
PromptCap: Prompt-Guided Task-Aware Image CaptioningCode1
Adaptation Approaches for Nearest Neighbor Language Models0
Error-Robust Retrieval for Chinese Spelling CheckCode0
DINER: Disorder-Invariant Implicit Neural Representation0
Music Instrument Classification ReprogrammedCode0
Visually Grounded VQA by Lattice-based RetrievalCode0
Extracting task trees using knowledge retrieval search algorithms in functional object-oriented network0
Show Me the Instruments: Musical Instrument Retrieval from Mixture AudioCode1
Evidence-based Match-status-Aware Gait Recognition for Out-of-Gallery Gait Identification0
Large Language Models Struggle to Learn Long-Tail KnowledgeCode1
Technological taxonomies for hypernym and hyponym retrieval in patent textsCode0
Is my automatic audio captioning system so bad? spider-max: a metric to consider several caption candidatesCode1
Describing emotions with acoustic property prompts for speech emotion recognition0
UGIF: UI Grounded Instruction Following0
Retrieval-Augmented Generative Question Answering for Event Argument ExtractionCode1
Exploiting Device and Audio Data to Tag Music with User-Aware Listening ContextsCode0
ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations0
Zero-shot Image Captioning by Anchor-augmented Vision-Language Space Alignment0
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty RegularizationCode1
Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval0
Large Language Models Meet Harry Potter: A Bilingual Dataset for Aligning Dialogue Agents with CharactersCode1
MSLKANet: A Multi-Scale Large Kernel Attention Network for Scene Text Removal0
Partial Visual-Semantic Embedding: Fashion Intelligence System with Sensitive Part-by-Part Learning0
Task Tree Retrieval Algorithms for Robotic Cooking Using The Functional Object-Oriented Network0
HumanDiffusion: a Coarse-to-Fine Alignment Diffusion Framework for Controllable Text-Driven Person Image Generation0
A Survey of Knowledge Enhanced Pre-trained Language Models0
English Contrastive Learning Can Learn Universal Cross-lingual Sentence EmbeddingsCode1
Efficient Immediate-Access Dynamic Indexing0
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video RetrievalCode1
MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain ConversationCode2
Distribution-Aligned Fine-Tuning for Efficient Neural Retrieval0
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness0
Visual Named Entity Linking: A New Dataset and A BaselineCode1
Grid-free Harmonic Retrieval and Model Order Selection using Deep Convolutional Neural NetworksCode0
DiffPhase: Generative Diffusion-based STFT Phase Retrieval0
Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation0
Knowledge Retrieval for Robotic Cooking0
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency GapsCode0
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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