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 6126–6150 of 14297 papers

TitleStatusHype
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Revisiting Temporal Modeling for CLIP-based Image-to-Video Knowledge TransferringCode1
An Experimental Study on Pretraining Transformers from Scratch for IR—0
An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors—0
Counterfactual Editing for Search Result Explanation—0
Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ RetrievalCode0
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute—0
From Baseline to Top Performer: A Reproducibility Study of Approaches at the TREC 2021 Conversational Assistance Track—0
A Study on FGSM Adversarial Training for Neural Retrieval—0
ExaRanker: Explanation-Augmented Neural RankerCode1
Injecting the BM25 Score as Text Improves BERT-Based Re-rankersCode0
Lexi: Self-Supervised Learning of the UI LanguageCode1
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and DevelopmentCode2
Information Retrieval: Recent Advances and Beyond—0
New Metrics to Encourage Innovation and Diversity in Information Retrieval ApproachesCode0
MV-Adapter: Multimodal Video Transfer Learning for Video Text RetrievalCode1
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
Keyword Embeddings for Query Suggestion—0
Temporal Perceiving Video-Language Pre-training—0
Face Recognition in the age of CLIP & Billion image datasets—0
Distribution Aligned Feature Clustering for Zero-Shot Sketch-Based Image Retrieval—0
The Recent Advances in Automatic Term Extraction: A survey—0
Towards Improving the Explainability of Text-based Information Retrieval with Knowledge GraphsCode0
CS-lol: a Dataset of Viewer Comment with Scene in E-sports Live-streamingCode0
Learning Customized Visual Models with Retrieval-Augmented KnowledgeCode1
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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