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 1135111400 of 14297 papers

TitleStatusHype
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in VideosCode0
Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference0
A Passage-Based Approach to Learning to Rank Documents0
Context Attentive Document Ranking and Query SuggestionCode1
Efficient Codebook and Factorization for Second Order Representation Learning0
PAC-GAN: An Effective Pose Augmentation Scheme for Unsupervised Cross-View Person Re-identification0
Training Neural Response Selection for Task-Oriented Dialogue SystemsCode0
A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission0
The iMet Collection 2019 Challenge DatasetCode0
Rethinking Loss Design for Large-scale 3D Shape Retrieval0
Unsupervised Neural Generative Semantic Hashing0
Phase-based Minimalist Parsing and complexity in non-local dependencies0
TechNet: Technology Semantic Network Based on Patent DataCode0
``Caption'' as a Coherence Relation: Evidence and Implications0
Towards augmenting crisis counselor training by improving message retrieval0
Conversation Initiation by Diverse News Contents Introduction0
LT Expertfinder: An Evaluation Framework for Expert Finding MethodsCode0
Doc2hash: Learning Discrete Latent variables for Documents RetrievalCode0
AttentiveChecker: A Bi-Directional Attention Flow Mechanism for Fact Verification0
Applications of Natural Language Processing in Clinical Research and Practice0
A large-scale study of the effects of word frequency and predictability in naturalistic readingCode1
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation0
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
Local Features and Visual Words Emerge in ActivationsCode0
Deep Supervised Cross-Modal RetrievalCode0
PIEs: Pose Invariant Embeddings0
Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction0
Retrieval-Augmented Convolutional Neural Networks Against Adversarial Examples0
R2GAN: Cross-Modal Recipe Retrieval With Generative Adversarial Network0
SketchGAN: Joint Sketch Completion and Recognition With Generative Adversarial Network0
Stochastic Class-Based Hard Example Mining for Deep Metric Learning0
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning RepresentationsCode0
Shape Unicode: A Unified Shape Representation0
Re-Ranking via Metric Fusion for Object Retrieval and Person Re-Identification0
Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition0
Learning to Detect Human-Object Interactions With Knowledge0
Ensemble Deep Manifold Similarity Learning Using Hard Proxies0
Explore-Exploit Graph Traversal for Image RetrievalCode0
Generalising Fine-Grained Sketch-Based Image Retrieval0
Inverse Path Tracing for Joint Material and Lighting Estimation0
Deep Metric Learning to RankCode0
Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing0
Cross-Modality Personalization for Retrieval0
Deep Asymmetric Metric Learning via Rich Relationship Mining0
Deep Incremental Hashing Network for Efficient Image Retrieval0
CLAREL: Classification via retrieval loss for zero-shot learning0
IoT Network Security from the Perspective of Adversarial Deep Learning0
Table2Vec: Neural Word and Entity Embeddings for Table Population and RetrievalCode0
Supervised Online Hashing via Similarity Distribution Learning0
Threshold-Based Retrieval and Textual Entailment Detection on Legal Bar Exam Questions0
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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