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 1526–1550 of 14297 papers

TitleStatusHype
UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal ModelingCode1
Sketch Less Face Image Retrieval: A New ChallengeCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image RetrievalCode1
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text RetrievalCode1
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous InputsCode1
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory RetrievalCode1
Simple, Effective and General: A New Backbone for Cross-view Image Geo-localizationCode1
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its ApplicationsCode1
Learning, Fast and Slow: A Goal-Directed Memory-Based Approach for Dynamic EnvironmentsCode1
What Makes Good Examples for Visual In-Context Learning?Code1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical TextsCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Revisiting Temporal Modeling for CLIP-based Image-to-Video Knowledge TransferringCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
ExaRanker: Explanation-Augmented Neural RankerCode1
Lexi: Self-Supervised Learning of the UI LanguageCode1
MV-Adapter: Multimodal Video Transfer Learning for Video Text RetrievalCode1
Learning Customized Visual Models with Retrieval-Augmented KnowledgeCode1
Modeling Uncertain Feature Representation for Domain GeneralizationCode1
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health RecordsCode1
UATVR: Uncertainty-Adaptive Text-Video RetrievalCode1
Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?Code1
Multimodal Inverse Cloze Task for Knowledge-based Visual Question AnsweringCode1
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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