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 1301–1325 of 14297 papers

TitleStatusHype
ASPIRE: Assistive System for Performance Evaluation in IRCode1
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal EncoderCode1
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
CLIP-Event: Connecting Text and Images with Event StructuresCode1
Can large language models reason about medical questions?Code1
Active Image IndexingCode1
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip RetrievalCode1
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level RetrievalCode1
Exploring Visual Interpretability for Contrastive Language-Image Pre-trainingCode1
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal RetrievalCode1
CLoVe: Encoding Compositional Language in Contrastive Vision-Language ModelsCode1
Clover: Towards A Unified Video-Language Alignment and Fusion ModelCode1
CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question AnsweringCode1
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question AnsweringCode1
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
Assisting Mathematical Formalization with A Learning-based Premise RetrieverCode1
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain SearchCode1
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote SensingCode1
AssistSR: Task-oriented Video Segment Retrieval for Personal AI AssistantCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal MappingCode1
CaLa: Complementary Association Learning for Augmenting Composed Image RetrievalCode1
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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