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 1876–1900 of 14297 papers

TitleStatusHype
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENerationCode1
Improving Passage Retrieval with Zero-Shot Question GenerationCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
GERE: Generative Evidence Retrieval for Fact VerificationCode1
Probabilistic Compositional Embeddings for Multimodal Image RetrievalCode1
OutfitTransformer: Learning Outfit Representations for Fashion RecommendationCode1
Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite ImageCode1
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-DeploymentCode1
From Little Things Big Things Grow: A Collection with Seed Studies for Medical Systematic Review Literature SearchCode1
Temporal Alignment Networks for Long-term VideoCode1
ECLIPSE: Efficient Long-range Video Retrieval using Sight and SoundCode1
Retrieval-based Spatially Adaptive Normalization for Semantic Image SynthesisCode1
UIGR: Unified Interactive Garment RetrievalCode1
Correlation Verification for Image RetrievalCode1
"This is my unicorn, Fluffy": Personalizing frozen vision-language representationsCode1
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with TyposCode1
GEB+: A Benchmark for Generic Event Boundary Captioning, Grounding and RetrievalCode1
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense EmbeddingsCode1
kNN-NER: Named Entity Recognition with Nearest Neighbor SearchCode1
Point Scene Understanding via Disentangled Instance Mesh ReconstructionCode1
On Metric Learning for Audio-Text Cross-Modal RetrievalCode1
Image Retrieval from Contextual DescriptionsCode1
X-Pool: Cross-Modal Language-Video Attention for Text-Video RetrievalCode1
Optimal Correction Cost for Object Detection EvaluationCode1
Part-based Pseudo Label Refinement for Unsupervised Person Re-identificationCode1
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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