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 1320113250 of 14297 papers

TitleStatusHype
HypeVPR: Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place RecognitionCode0
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language ModelsCode0
Adversarial Style Augmentation for Domain GeneralizationCode0
Adversarial Modality Alignment Network for Cross-Modal Molecule RetrievalCode0
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with DemonstrationsCode0
Debiased Pairwise Learning from Positive-Unlabeled Implicit FeedbackCode0
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal RepresentationsCode0
Language-based Audio Retrieval Task in DCASE 2022 ChallengeCode0
Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity RetrievalCode0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
3D-PRNN: Generating Shape Primitives with Recurrent Neural NetworksCode0
Machine Reading of Historical EventsCode0
Learning Character-Agnostic Motion for Motion Retargeting in 2DCode0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
Improving Machine Hearing on Limited Data SetsCode0
NMF with Sparse Regularizations in Transformed DomainsCode0
Learning compact binary descriptors with unsupervised deep neural networksCode0
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten DocumentsCode0
ICECAP: Information Concentrated Entity-aware Image CaptioningCode0
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten FragmentsCode0
CCIN: Compositional Conflict Identification and Neutralization for Composed Image RetrievalCode0
Learning Compatible Multi-Prize Subnetworks for Asymmetric RetrievalCode0
Learning Complex Basis Functions for Invariant Representations of AudioCode0
Learning Compressed Sentence Representations for On-Device Text ProcessingCode0
ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval ModelsCode0
IDEAL: Independent Domain Embedding Augmentation LearningCode0
Adversarial-Metric Learning for Audio-Visual Cross-Modal MatchingCode0
Dating Documents using Graph Convolution NetworksCode0
CBIR using features derived by Deep LearningCode0
Modeling Multi-turn Conversation with Deep Utterance AggregationCode0
A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage RetrievalCode0
Learning Contextualized Document Representations for Healthcare Answer RetrievalCode0
Date Estimation in the Wild of Scanned Historical Photos: An Image Retrieval ApproachCode0
Macro-Average: Rare Types Are Important TooCode0
A Study on Broadcast Networks for Music Genre ClassificationCode0
NNOSE: Nearest Neighbor Occupational Skill ExtractionCode0
DATE: Domain Adaptive Product Seeker for E-commerceCode0
CAWA: An Attention-Network for Credit AttributionCode0
CAVE: Correcting Attribute Values in E-commerce ProfilesCode0
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language ModelsCode0
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
Object Captioning and Retrieval with Natural LanguageCode0
Dataset Search In Biodiversity Research: Do Metadata In Data Repositories Reflect Scholarly Information Needs?Code0
MAG: A Multilingual, Knowledge-base Agnostic and Deterministic Entity Linking ApproachCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food ImagesCode0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
A Study of MatchPyramid Models on Ad-hoc RetrievalCode0
Dataset and Case Studies for Visual Near-Duplicates Detection in the Context of Social MediaCode0
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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