HyperAI超神经

Semi Supervised Semantic Segmentation On 18

评估指标

Validation mIoU

评测结果

各个模型在此基准测试上的表现结果

模型名称
Validation mIoU
Paper TitleRepository
S4GAN (DeepLabv2 with ResNet101, MSCOCO pre-trained)50.48%Semi-Supervised Semantic Segmentation with High- and Low-level Consistency
GIST and RIST (DeepLabv2 with ResNet101, MSCOCO pre-trained)53.51%The GIST and RIST of Iterative Self-Training for Semi-Supervised Segmentation-
ClassMix (DeepLabv2 with ResNet101, MSCOCO pre-trained)52.14%ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning
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