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

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Showing 5601–5625 of 14297 papers

TitleStatusHype
Instance-Variant Loss with Gaussian RBF Kernel for 3D Cross-modal Retriveal—0
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Unified Demonstration Retriever for In-Context LearningCode1
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in VietnameseCode0
MIReAD: Simple Method for Learning High-quality Representations from Scientific DocumentsCode0
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense RetrievalCode0
SRTK: A Toolkit for Semantic-relevant Subgraph RetrievalCode1
Category-Oriented Representation Learning for Image to Multi-Modal Retrieval—0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer—0
COLA: A Benchmark for Compositional Text-to-image RetrievalCode1
NewsQuote: A Dataset Built on Quote Extraction and Attribution for Expert Recommendation in Fact-CheckingCode0
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition—0
Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting—0
Expository Text Generation: Imitate, Retrieve, ParaphraseCode0
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models—0
WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval—0
A Large Cross-Modal Video Retrieval Dataset with Reading ComprehensionCode1
Chain-of-Skills: A Configurable Model for Open-domain Question AnsweringCode1
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language ModelsCode2
Boundary-aware Backward-Compatible Representation via Adversarial Learning in Image RetrievalCode0
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data—0
Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view—0
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR DecompositionCode1
Cognitive Reframing of Negative Thoughts through Human-Language Model InteractionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified