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 1626–1650 of 14297 papers

TitleStatusHype
Large Language Models Struggle to Learn Long-Tail KnowledgeCode1
Show Me the Instruments: Musical Instrument Retrieval from Mixture AudioCode1
Is my automatic audio captioning system so bad? spider-max: a metric to consider several caption candidatesCode1
Retrieval-Augmented Generative Question Answering for Event Argument ExtractionCode1
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty RegularizationCode1
Large Language Models Meet Harry Potter: A Bilingual Dataset for Aligning Dialogue Agents with CharactersCode1
English Contrastive Learning Can Learn Universal Cross-lingual Sentence EmbeddingsCode1
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video RetrievalCode1
Visual Named Entity Linking: A New Dataset and A BaselineCode1
Retrieval augmentation of large language models for lay language generationCode1
KSS-ICP: Point Cloud Registration based on Kendall Shape SpaceCode1
Why is Winoground Hard? Investigating Failures in Visuolinguistic CompositionalityCode1
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation NegativesCode1
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP TasksCode1
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP formatCode1
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust LearningCode1
Masked Vision-Language Transformer in FashionCode1
Broken Neural Scaling LawsCode1
IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and TextCode1
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question AnsweringCode1
SciFact-Open: Towards open-domain scientific claim verificationCode1
Subspace Representations for Soft Set Operations and Sentence SimilaritiesCode1
Reliability-Aware Prediction via Uncertainty Learning for Person Image RetrievalCode1
Gallery Filter Network for Person SearchCode1
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix FactorizationCode1
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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