Synthetic To Real Translation On Synthia To 1
评估指标
MIoU (13 classes)
MIoU (16 classes)
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | MIoU (13 classes) | MIoU (16 classes) |
|---|---|---|
| metacorrection-domain-aware-meta-loss | 52.5 | 45.1 |
| smoothing-matters-momentum-transformer-for | 66.3 | 59.3 |
| dacs-domain-adaptation-via-cross-domain-mixed | 54.81 | 48.34 |
| transferring-to-real-world-layouts-a-depth | 75.9 | 69.3 |
| hrda-context-aware-high-resolution-domain | 72.4 | 65.8 |
| exploring-high-quality-target-domain | 64.6 | 57.8 |
| learning-to-adapt-structured-output-space-for | 46.7 | - |
| sepico-semantic-guided-pixel-contrast-for | 71.4 | 64.3 |
| cluda-contrastive-learning-in-unsupervised | - | 67.2 |
| classes-matter-a-fine-grained-adversarial | 52.5 | 45.2 |
| mic-masked-image-consistency-for-context | 74.0 | 67.3 |
| context-aware-mixup-for-domain-adaptive | 69.2 | - |
| category-anchor-guided-unsupervised-domain | 52.6 | 44.5 |
| prototypical-pseudo-label-denoising-and | 62.0 | 55.5 |
| context-aware-mixup-for-domain-adaptive | 59.7 | - |
| taking-a-closer-look-at-domain-shift-category | 47.8 | - |
| adaptive-boosting-for-domain-adaptation | 57.5 | 50.4 |
| g2l-a-global-to-local-alignment-method-for | 64.4 | 56.8 |
| instance-adaptive-self-training-for | 57.0 | 49.8 |
| exploiting-image-translations-via-ensemble | - | 46.45 |
| contrastive-learning-and-self-training-for | 57.8 | 49.8 |
| sepico-semantic-guided-pixel-contrast-for | 66.5 | 58.1 |
| adaptive-boosting-for-domain-adaptation | 52.9 | 45.9 |
| domain-adaptive-semantic-segmentation-with | 62.8 | 55.0 |
| procst-boosting-semantic-segmentation-using | - | 61.6 |
| rectifying-pseudo-label-learning-via | 54.9 | 47.9 |
| dsp-dual-soft-paste-for-unsupervised-domain | 59.9 | 51.0 |
| pipa-pixel-and-patch-wise-self-supervised | 74.8 | 68.2 |
| pixel-level-cycle-association-a-new | 54.0 | 46.8 |
| exploring-high-quality-target-domain | 69.2 | 61.3 |
| pixmatch-unsupervised-domain-adaptation-via | 54.5 | 46.1 |
| self-supervised-augmentation-consistency-for | 59.3 | 52.6 |
| coarse-to-fine-domain-adaptive-semantic | 55.5 | 48.2 |
| daformer-improving-network-architectures-and | 67.4 | 60.9 |
| cross-region-domain-adaptation-for-class | 63.7 | 56.9 |
| unsupervised-scene-adaptation-with-memory | 53.8 | - |