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 6951–6975 of 14297 papers

TitleStatusHype
VLMAE: Vision-Language Masked Autoencoder—0
Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer—0
Learning-based estimation of in-situ wind speed from underwater acoustics—0
Treeformer: Dense Gradient Trees for Efficient Attention Computation—0
Adaptive Re-Ranking with a Corpus GraphCode1
Merchandise Recommendation for Retail Events with Word Embedding Weighted Tf-idf and Dynamic Query Expansion—0
See Finer, See More: Implicit Modality Alignment for Text-based Person RetrievalCode1
Towards Practical Single-shot Phase Retrieval with Physics-Driven Deep Neural Network—0
Visual Cross-View Metric Localization with Dense Uncertainty EstimatesCode1
Text-to-Image Generation via Implicit Visual Guidance and Hypernetwork—0
Sampling Through the Lens of Sequential Decision Making—0
How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval?—0
Understanding Attention for Vision-and-Language TasksCode0
The least-used key selection method for information retrieval in large-scale Cloud-based service repositories—0
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language TasksCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
Reinforcement Learning to Rank with Coarse-grained Labels—0
FedPerm: Private and Robust Federated Learning by Parameter Permutation—0
Retrieval-efficiency trade-off of Unsupervised Keyword Extraction—0
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing—0
Continuous Active Learning Using Pretrained Transformers—0
STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval—0
Evaluating Dense Passage Retrieval using Transformers—0
Estimating Personal Model Parameters from Utterances in Model-based Reminiscence—0
TripJudge: A Relevance Judgement Test Collection for TripClick Health RetrievalCode0
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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