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المقاييس

mIoU

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نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة
اسم النموذجmIoU
sepico-semantic-guided-pixel-contrast-for70.3
light-weight-calibrator-a-separable-component40.5
sepico-semantic-guided-pixel-contrast-for61.0
curriculum-domain-adaptation-for-semantic28.9
a-curriculum-domain-adaptation-approach-to31.4
mlsl-multi-level-self-supervised-learning-for49
cluda-contrastive-learning-in-unsupervised74.4
deliberated-domain-bridging-for-domain62.7
class-balanced-pixel-level-self-labeling-for60.8
g2l-a-global-to-local-alignment-method-for59.7
daformer-improving-network-architectures-and68.3
domain-adaptation-for-structured-output-via46.5
taking-a-closer-look-at-domain-shift-category43.2
bidirectional-self-training-with-multiple61.2
advent-adversarial-entropy-minimization-for45.5
self-supervised-augmentation-consistency-for53.8
cycada-cycle-consistent-adversarial-domain34.8
permuted-adain-enhancing-the-representation51.5
multiple-fusion-adaptation-a-strong-framework58.2
hrda-context-aware-high-resolution-domain73.8
domain-adaptation-for-semantic-segmentation47.0
switchable-whitening-for-deep-representation35.7
unsupervised-domain-adaptation-through-self-141.2
exploiting-image-translations-via-ensemble51.66
spcl-a-new-framework-for-domain-adaptive52.1
pixel-level-intra-domain-adaptation-for54.2
dsp-dual-soft-paste-for-unsupervised-domain55.0
smoothing-matters-momentum-transformer-for63.9
exploring-high-quality-target-domain58.8
all-about-structure-adapting-structural45.4
instance-adaptive-self-training-for51.5
rectifying-pseudo-label-learning-via50.3
diverse-image-to-image-translation-via43.2
context-aware-mixup-for-domain-adaptive55.2
classes-matter-a-fine-grained-adversarial50.1
sliced-wasserstein-discrepancy-for44.5
metacorrection-domain-aware-meta-loss52.1
unsupervised-domain-adaptation-for-semantic-252.8
pixel-level-cycle-association-a-new47.8
pipa-pixel-and-patch-wise-self-supervised75.6
unsupervised-scene-adaptation-with-memory48.3
prototypical-pseudo-label-denoising-and57.5
dacs-domain-adaptation-via-cross-domain-mixed52.14
unsupervised-intra-domain-adaptation-for46.3
pixmatch-unsupervised-domain-adaptation-via50.3
learning-content-enhanced-mask-transformer59.7
road-reality-oriented-adaptation-for-semantic39.4
confidence-regularized-self-training49.8
mic-masked-image-consistency-for-context75.9
cross-region-domain-adaptation-for-class58.6
category-anchor-guided-unsupervised-domain50.2
learning-to-adapt-structured-output-space-for42.4
adaptive-boosting-for-domain-adaptation50.9
pipa-pixel-and-patch-wise-self-supervised71.7
cycada-cycle-consistent-adversarial-domain39.5
context-aware-mixup-for-domain-adaptive70.0
tridentadapt-learning-domain-invariance-via53.3
elda-using-edges-to-have-an-edge-on-semantic57.3
contrastive-learning-and-self-training-for51.6
coarse-to-fine-domain-adaptive-semantic56.1
transferring-to-real-world-layouts-a-depth77.7
fcns-in-the-wild-pixel-level-adversarial-and27.1
domain-adaptive-semantic-segmentation-with56.6
bidirectional-learning-for-domain-adaptation48.5
cluda-contrastive-learning-in-unsupervised70.11
constructing-self-motivated-pyramid48
domain-adaptive-semantic-segmentation-with-153.5
content-consistent-matching-for-domain49.9
exploring-high-quality-target-domain62.0
procst-boosting-semantic-segmentation-using69.4
dual-path-learning-for-domain-adaptation-of53.3