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 1335113400 of 14297 papers

TitleStatusHype
MARF: The Medial Atom Ray Field Object RepresentationCode0
Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsCode0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled LearningCode0
Asking Clarifying Questions in Open-Domain Information-Seeking ConversationsCode0
Improved Embeddings with Easy Positive Triplet MiningCode0
Learning Metrics from Teachers: Compact Networks for Image EmbeddingCode0
CURE: A dataset for Clinical Understanding & Retrieval EvaluationCode0
cTBLS: Augmenting Large Language Models with Conversational TablesCode0
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question AnsweringCode0
Improved Learned Sparse Retrieval with Corpus-Specific VocabulariesCode0
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and BenchmarkCode0
CAMP: Cross-Modal Adaptive Message Passing for Text-Image RetrievalCode0
Market2Dish: Health-aware Food RecommendationCode0
Models of Visually Grounded Speech Signal Pay Attention To Nouns: a Bilingual Experiment on English and JapaneseCode0
Multimodal Tree Decoder for Table of Contents Extraction in Document ImagesCode0
Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data SetsCode0
Camera Style Adaptation for Person Re-identificationCode0
Marvin: Semantic annotation using multiple knowledge sourcesCode0
Camera-Based Piano Sheet Music IdentificationCode0
MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation FunctionsCode0
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to RankCode0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
BULNER: BUg Localization with word embeddings and NEtwork RegularizationCode0
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluationCode0
Improving Automatic Source Code Summarization via Deep Reinforcement LearningCode0
Analysing the Robustness of Dual Encoders for Dense Retrieval Against MisspellingsCode0
NS3: Neuro-Symbolic Semantic Code SearchCode0
Masked Mixers for Language Generation and RetrievalCode0
Learning Ordered Representations with Nested DropoutCode0
Improving Biomedical Entity Linking with Retrieval-enhanced LearningCode0
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsCode0
BT^2: Backward-compatible Training with Basis TransformationCode0
Learning Permutation-Invariant Embeddings for Description Logic ConceptsCode0
CS-lol: a Dataset of Viewer Comment with Scene in E-sports Live-streamingCode0
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn MoreCode0
Improving Collaborative Metric Learning with Efficient Negative SamplingCode0
CSCPR: Cross-Source-Context Indoor RGB-D Place RecognitionCode0
Natural Language Object RetrievalCode0
Crowdsourcing and Evaluating Text-Based Audio Retrieval RelevancesCode0
2D Matryoshka Training for Information RetrievalCode0
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For BirdsCode0
Bridging the Domain Gap for Ground-to-Aerial Image MatchingCode0
Analysing the Resourcefulness of the Paragraph for Precedence RetrievalCode0
Cross-Shape Attention for Part Segmentation of 3D Point CloudsCode0
MaSS: A Large and Clean Multilingual Corpus of Sentence-aligned Spoken Utterances Extracted from the BibleCode0
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image EmbeddingsCode0
Improving Deep Representation Learning via Auxiliary Learnable Target CodingCode0
Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image GenerationCode0
Multi-objective Representation Learning for Scientific Document RetrievalCode0
Bridging Languages through Images with Deep Partial Canonical Correlation AnalysisCode0
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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