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 2026–2050 of 14297 papers

TitleStatusHype
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
Florence: A New Foundation Model for Computer VisionCode1
Enhancing Multilingual Language Model with Massive Multilingual Knowledge TriplesCode1
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
LiT: Zero-Shot Transfer with Locked-image text TuningCode1
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal SynchronicityCode1
FILIP: Fine-grained Interactive Language-Image Pre-TrainingCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
The Curious Layperson: Fine-Grained Image Recognition without Expert LabelsCode1
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-ExpertsCode1
Evidence Selection as a Token-Level Prediction TaskCode1
Matching-oriented Embedding Quantization For Ad-hoc RetrievalCode1
Learning To Generate Piano Music With Sustain PedalsCode1
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak DecoderCode1
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language QueriesCode1
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence AnnotationCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from FacesCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Learning Co-segmentation by Segment Swapping for Retrieval and DiscoveryCode1
BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video RetrievalCode1
Dense Hierarchical Retrieval for Open-Domain Question AnsweringCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud RegistrationCode1
Contextual Similarity Aggregation with Self-attention for Visual Re-rankingCode1
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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