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 7026–7050 of 14297 papers

TitleStatusHype
A Rotation Meanout Network with Invariance for Dermoscopy Image Classification and RetrievalCode0
Large-Scale Product Retrieval with Weakly Supervised Representation LearningCode1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalCode1
Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation—0
Towards Privacy-Preserving, Real-Time and Lossless Feature MatchingCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
Few-shot Single-view 3D Reconstruction with Memory Prior Contrastive Network—0
Curriculum Learning for Data-Efficient Vision-Language Alignment—0
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and RetrievalCode0
Fine-grained Retrieval Prompt Tuning—0
Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval—0
Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction—0
Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods—0
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
RealTime QA: What's the Answer Right Now?Code1
On the robustness of self-supervised representations for multi-view object classification—0
UNIMIB at TREC 2021 Clinical Trials Track—0
Lecture Notes on Neural Information Retrieval—0
Reducing the Vision and Language Bias for Temporal Sentence Grounding—0
AutoTransition: Learning to Recommend Video Transition EffectsCode1
Abstracting Sketches through Simple PrimitivesCode1
Satellite Image Based Cross-view Localization for Autonomous Vehicle—0
Multimodal Neural Machine Translation with Search Engine Based Image Retrieval—0
Location retrieval using visible landmarks based qualitative place signatures—0
RenderNet: Visual Relocalization Using Virtual Viewpoints in Large-Scale Indoor Environments—0
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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