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Benchmarks
Instance Segmentation on Cityscapes 10% labeled data (val)
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33.9
maskAP
CAST (student refinement)
20.588
24.044
27.5
30.956
May 28, 2025
maskAP
maskAP50
Updated 3d ago
Evaluation Results
Method
Method
Links
maskAP
maskAP50
CAST (student refinement)
Data Regime=Labeled on...
2025.05
33.9
58.7
CAST (knowledge transfer)
Data Regime=Labeled+Un...
2025.05
32.2
56.5
Guided dist.
Data Regime=Labeled+Un...
2025.05
30.8
52.9
CAST (teacher adaptation)
Data Regime=Labeled+Un...
2025.05
30.5
56.6
Unbiased Teacher*
Data Regime=Labeled+Un...
2025.05
29.8
54.9
Self-training*
Data Regime=Labeled+Un...
2025.05
29.7
54.9
Supervised fine-tuning
Data Regime=Labeled on...
2025.05
28.7
53.4
Vemulapalli et al.*
Data Regime=Unlabeled...
2025.05
24.4
45.6
PAIS
Data Regime=Labeled+Un...
2025.05
22.9
44.9
Zero-shot VFM
Data Regime=None (pret...
2025.05
22
42.3
Supervised fine-tuning
Data Regime=Labeled on...
2025.05
21.1
38.7
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