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 1126–1150 of 14297 papers

TitleStatusHype
Declarative Experimentation in Information Retrieval using PyTerrierCode1
AdANNS: A Framework for Adaptive Semantic SearchCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate HallucinationsCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
Decouple knowledge from parameters for plug-and-play language modelingCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval AlignmentCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
Align before Fuse: Vision and Language Representation Learning with Momentum DistillationCode1
Align and Prompt: Video-and-Language Pre-training with Entity PromptsCode1
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise RerankingCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
Data-Free Sketch-Based 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