Unsupervised Domain Adaptation On Synthia To
評価指標
mIoU
mIoU (13 classes)
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | mIoU | mIoU (13 classes) |
|---|---|---|
| rethinking-ensemble-distillation-for-semantic | 52.58 | 59.95 |
| procst-boosting-semantic-segmentation-using | - | 68.2 |
| transferring-to-real-world-layouts-a-depth | 69.3 | 75.9 |
| adaptive-boosting-for-domain-adaptation | 45.9 | 52.9 |
| rectifying-pseudo-label-learning-via | 47.9 | 54.9 |
| adaptive-boosting-for-domain-adaptation | 50.4 | 57.5 |
| hrda-context-aware-high-resolution-domain | 65.8 | 72.4 |
| mic-masked-image-consistency-for-context | 67.3 | 74.0 |
| dual-level-interaction-for-domain-adaptive | 63.3 | 70.1 |
| cluda-contrastive-learning-in-unsupervised | 67.2 | - |
| unsupervised-scene-adaptation-with-memory | 43.2 | 50.2 |
| sepico-semantic-guided-pixel-contrast-for | - | 66.5 |
| smoothing-matters-momentum-transformer-for | - | 66.3 |
| 2408-02261 | 61.4 | - |
| prototypical-contrast-adaptation-for-domain | - | 59.6 |
| daformer-improving-network-architectures-and | 60.9 | 67.4 |
| pipa-pixel-and-patch-wise-self-supervised | - | 74.8 |
| a-novel-unsupervised-domain-adaption-method | 54.5 | 61.4 |
| 2408-02261 | 68.8 | 75.9 |
| sepico-semantic-guided-pixel-contrast-for | - | 71.4 |
| g2l-a-global-to-local-alignment-method-for | 56.8 | 64.4 |