Semi Supervised Semantic Segmentation On 18
평가 지표
Validation mIoU
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | Validation mIoU | Paper Title | Repository |
|---|---|---|---|
| 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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