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 6901–6925 of 14297 papers

TitleStatusHype
Joint Wasserstein Autoencoders for Aligning Multimodal Embeddings—0
LawngNLI: a multigranular, long-premise NLI benchmark for evaluating models’ in-domain generalization from short to long contexts—0
JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs—0
JRC EuroVoc Indexer JEX - A freely available multi-label categorisation tool—0
Explainable Information Retrieval: A Survey—0
An Attentional Neural Conversation Model with Improved Specificity—0
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking—0
Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments—0
JU_KS_Group@FIRE 2016: Consumer Health Information Search—0
JurisTCU: A Brazilian Portuguese Information Retrieval Dataset with Query Relevance Judgments—0
Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation—0
Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models—0
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping—0
Just SLaQ When You Approximate: Accurate Spectral Distances for Web-Scale Graphs—0
Deep Frequency Filtering for Domain Generalization—0
eXplainable Bayesian Multi-Perspective Generative Retrieval—0
KaiRacters: Character-level-based Writer Retrieval for Greek Papyri—0
A Rich Recipe Representation as Plan to Support Expressive Multi Modal Queries on Recipe Content and Preparation Process—0
CLIP2TV: Align, Match and Distill for Video-Text Retrieval—0
Explainable Agreement through Simulation for Tasks with Subjective Labels—0
Latent Space Embedding for Retrieval in Question-Answer Archives—0
Deep Gaussian Processes for geophysical parameter retrieval—0
KaPQA: Knowledge-Augmented Product Question-Answering—0
KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
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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