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 1726–1750 of 14297 papers

TitleStatusHype
LED: Lexicon-Enlightened Dense Retriever for Large-Scale RetrievalCode1
Partially Relevant Video RetrievalCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
Contrastive Audio-Language Learning for MusicCode1
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language ModelCode1
Retrieval-based Controllable Molecule GenerationCode1
VILT: Video Instructions Linking for Complex TasksCode1
See Finer, See More: Implicit Modality Alignment for Text-based Person RetrievalCode1
Adaptive Re-Ranking with a Corpus GraphCode1
Visual Cross-View Metric Localization with Dense Uncertainty EstimatesCode1
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language TasksCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
HyP^2 Loss: Beyond Hypersphere Metric Space for Multi-label Image RetrievalCode1
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce SearchCode1
Disentangled Modeling of Domain and Relevance for Adaptable Dense RetrievalCode1
Learning Diverse Document Representations with Deep Query Interactions for Dense RetrievalCode1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingCode1
Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-IdentificationCode1
A Feature-space Multimodal Data Augmentation Technique for Text-video RetrievalCode1
Large-Scale Product Retrieval with Weakly Supervised Representation LearningCode1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalCode1
Towards Privacy-Preserving, Real-Time and Lossless Feature MatchingCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
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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