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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1151–1200 of 14297 papers

TitleStatusHype
Extending Context Window of Large Language Models via Semantic CompressionCode1
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language ModelsCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
CaseLink: Inductive Graph Learning for Legal Case RetrievalCode1
Certifiably Robust RAG against Retrieval CorruptionCode1
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented GenerationCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
A large-scale study of the effects of word frequency and predictability in naturalistic readingCode1
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote SensingCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing ModalitiesCode1
Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfCode1
A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural NetworksCode1
CARE: a Benchmark Suite for the Classification and Retrieval of EnzymesCode1
Data Curation Alone Can Stabilize In-context LearningCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
A Large Cross-Modal Video Retrieval Dataset with Reading ComprehensionCode1
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-IdentificationCode1
Exploring Hint Generation Approaches in Open-Domain Question AnsweringCode1
Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 DataCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object RecognitionCode1
Active Learning from the WebCode1
Exploiting Novel GPT-4 APIsCode1
Exploring Dense Retrieval for Dialogue Response SelectionCode1
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language ModelCode1
Can large language models reason about medical questions?Code1
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation PerspectiveCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Exploring the Spectrum of Visio-Linguistic Compositionality and RecognitionCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
Active Image IndexingCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal EncoderCode1
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data AugmentationCode1
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question AnsweringCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural NetworksCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP formatCode1
CAD-Deform: Deformable Fitting of CAD Models to 3D ScansCode1
CaLa: Complementary Association Learning for Augmenting Composed Image RetrievalCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
Expectation-Maximization Contrastive Learning for Compact Video-and-Language RepresentationsCode1
Evidence Selection as a Token-Level Prediction TaskCode1
Evidentiality-guided Generation for Knowledge-Intensive NLP TasksCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
Show:102550
← PrevPage 24 of 286Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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