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 23512400 of 14297 papers

TitleStatusHype
Pit30M: A Benchmark for Global Localization in the Age of Self-Driving CarsCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
Image Translation via Fine-grained Knowledge TransferCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
Keyword-Guided Neural Conversational ModelCode1
FMODetect: Robust Detection of Fast Moving ObjectsCode1
Weakly Supervised Label SmoothingCode1
Understanding Image Retrieval Re-Ranking: A Graph Neural Network PerspectiveCode1
LayoutGMN: Neural Graph Matching for Structural Layout SimilarityCode1
Disentangling Derivatives, Uncertainty and Error in Gaussian Process ModelsCode1
Variational Interaction Information Maximization for Cross-domain DisentanglementCode1
Globetrotter: Connecting Languages by Connecting ImagesCode1
StacMR: Scene-Text Aware Cross-Modal RetrievalCode1
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
Structural Text Segmentation of Legal DocumentsCode1
Learning Equivariant RepresentationsCode1
PeR-ViS: Person Retrieval in Video Surveillance using Semantic DescriptionCode1
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature AggregationCode1
Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue QueriesCode1
SuperLoss: A Generic Loss for Robust Curriculum LearningCode1
Soft Contrastive Learning for Visual LocalizationCode1
CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code MatchingCode1
MVTN: Multi-View Transformation Network for 3D Shape RecognitionCode1
Benchmarking Image Retrieval for Visual LocalizationCode1
Towards Zero-shot Cross-lingual Image RetrievalCode1
Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric RetrievalsCode1
Re-identification = Retrieval + Verification: Back to Essence and Forward with a New MetricCode1
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-AttentionCode1
QuerYD: A video dataset with high-quality text and audio narrationsCode1
Shuffle and Learn: Minimizing Mutual Information for Unsupervised HashingCode1
TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging ProblemsCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
Learning the Best Pooling Strategy for Visual Semantic EmbeddingCode1
Adversarial Semantic CollisionsCode1
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesCode1
Text-to-Image Generation Grounded by Fine-Grained User AttentionCode1
Entity Linking in 100 LanguagesCode1
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain SearchCode1
PREGAN: Pose Randomization and Estimation for Weakly Paired Image Style TranslationCode1
Biomedical Concept Relatedness -- A large EHR-based benchmarkCode1
Multimodal Metric Learning for Tag-based Music RetrievalCode1
Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learningCode1
Flexible retrieval with NMSLIB and FlexNeuARTCode1
RSPNet: Relative Speed Perception for Unsupervised Video Representation LearningCode1
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language InferenceCode1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalCode1
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-trainingCode1
Answering Open-Domain Questions of Varying Reasoning Steps from TextCode1
XOR QA: Cross-lingual Open-Retrieval Question AnsweringCode1
Show:102550
← PrevPage 48 of 286Next →

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