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 13761400 of 14297 papers

TitleStatusHype
Curriculum Learning for Dense Retrieval DistillationCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
C-STS: Conditional Semantic Textual SimilarityCode1
1st Place Solution to Google Landmark Retrieval 2020Code1
A Survey of Multimodal Composite Editing and RetrievalCode1
Everything at Once -- Multi-modal Fusion Transformer for Video RetrievalCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
Audio Retrieval with Natural Language Queries: A Benchmark StudyCode1
ExaRanker: Explanation-Augmented Neural RankerCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
Expectation-Maximization Contrastive Learning for Compact Video-and-Language RepresentationsCode1
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale ExtractionCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Exploring Dense Retrieval for Dialogue Response SelectionCode1
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented ReasoningCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 DataCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
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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