Semi Supervised Semantic Segmentation On 4
المقاييس
Validation mIoU
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
جدول المقارنة
| اسم النموذج | Validation mIoU |
|---|---|
| the-gist-and-rist-of-iterative-self-training | 70.76% |
| dense-fixmatch-a-simple-semi-supervised | 65.82% |
| confidence-weighted-boundary-aware-learning | 75.81% |
| classmix-segmentation-based-data-augmentation | 71.00% |
| semi-supervised-semantic-segmentation-with-2 | 71.6% |
| semi-supervised-semantic-segmentation-using-2 | 79.01% |
| perturbed-and-strict-mean-teachers-for-semi | 75.70% |
| guidedmix-net-learning-to-improve-pseudo | 76.4% |
| semi-supervised-semantic-segmentation-with-6 | 80.71% |
| semi-supervised-semantic-segmentation-with | 71.4% |
| conservative-progressive-collaborative | 73.74% |
| conservative-progressive-collaborative | 76.4% |
| semi-supervised-semantic-segmentation-with-5 | 75.10% |
| semi-supervised-semantic-segmentation-via-3 | 79.67% |
| consistency-regularization-and-cutmix-for | 72.45% |
| dense-fixmatch-a-simple-semi-supervised | 62.49% |
| bootstrapping-semantic-segmentation-with | 71.00% |
| semi-supervised-semantic-segmentation-with-3 | 76.44% |
| semi-supervised-semantic-segmentation-with | 70.4% |
| semi-supervised-semantic-segmentation-via-2 | 77.57% |
| allspark-reborn-labeled-features-from | 82.04% |
| semi-supervised-semantic-segmentation-via | 72.70% |
| semi-supervised-semantic-segmentation-with | 67.3% |
| n-cps-generalising-cross-pseudo-supervision | 77.99% |
| revisiting-weak-to-strong-consistency-in-semi | 81.92% |
| learning-pseudo-labels-for-semi-and-weakly | 75.52% |
| adversarial-learning-for-semi-supervised | 64.3% |
| consistency-regularization-and-cutmix-for | 67.6% |
| semi-supervised-semantic-segmentation-with-5 | 73.2% |
| revisiting-and-maximizing-temporal-knowledge | 81.9 |
| perturbed-and-strict-mean-teachers-for-semi | 78.20% |
| guidedmix-net-learning-to-improve-pseudo | 73.4% |
| corrmatch-label-propagation-via-correlation | 81.9% |
| n-cps-generalising-cross-pseudo-supervision | 74.21% |
| switching-temporary-teachers-for-semi | 81.19 |