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 68516875 of 14297 papers

TitleStatusHype
OmniVL:One Foundation Model for Image-Language and Video-Language Tasks0
Learning to Evaluate Performance of Multi-modal Semantic LocalizationCode1
iSimLoc: Visual Global Localization for Previously Unseen Environments with Simulated Images0
Transformers and CNNs both Beat Humans on SBIR0
CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Representation AlignmentCode2
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking ModelsCode0
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?0
Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold0
SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage RetrievalCode1
Document Image Binarization in JPEG Compressed Domain using Dual Discriminator Generative Adversarial Networks0
No existence of linear algorithm for Fourier phase retrieval0
KSG: Knowledge and Skill Graph0
Non-Parametric Temporal Adaptation for Social Media Topic Classification0
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search0
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial GameCode0
Comparative analysis of segmentation and generative models for fingerprint retrieval task0
CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval0
VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language ModelsCode0
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural LanguageCode1
Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models0
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation RecommendationCode1
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionCode0
Bayan Algorithm: Detecting Communities in Networks Through Exact and Approximate Optimization of Modularity0
MICO: Selective Search with Mutual Information Co-trainingCode0
MATT: A Multiple-instance Attention Mechanism for Long-tail Music Genre ClassificationCode0
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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