Best Self Supervised

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trending_up Scored across 12 criteria

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Top Ranked

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DINOv2 (Self-Supervised ViT-g)

DINOv2 with ViT-g sets new accuracy records for self-supervised visual feature learning on multiple downstream tasks.

Accuracy AI Research Deep Learning Self Supervised Feature Extraction Scientific Computer Vision Vit Visual Transformer

9.72 Brilliant

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Noisy Student (EfficientNet-L2)

Noisy Student training with EfficientNet-L2 achieves state-of-the-art accuracy on ImageNet using self-training.

Accuracy Deep Learning Image Classification Semi Supervised Self Supervised Transfer Learning Computer Vision Efficientnet Semi Synthetic Neural Networks

9.72 Brilliant

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RoBERTa-Large

RoBERTa-Large improves upon BERT with more training data and longer training, achieving higher accuracy on GLUE and other benchmarks.

Accuracy NLP Conversational AI Deep Learning Academic Research Pre Trained Model Optimized Bert Self Supervised Large Model Transformer Language Understanding

9.64 Brilliant

Swin-L Transformer

Swin-L introduces shifted windows for efficient attention, achieving top accuracy on ImageNet and other vision tasks.

Accuracy Efficient Deep Learning Image Classification Academic Research Hierarchical Transformer Self Supervised Computer Vision Convolutional Vision Transformer Image Net

9.50 Brilliant

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