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Benchmarks
Instance Segmentation on MS COCO 2017 (test)
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59.3
Box mAP50
ZENITH
28.516
36.508
44.5
52.492
Jan 21, 2026
Box mAP50
Mask mAP50
Training Time (hr)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Box mAP50
Mask mAP50
Training Time (hr)
ZENITH
Architecture=Mask R-CNN
2026.01
59.3
56
14.5
D-Adaptation
Architecture=Mask R-CNN
2026.01
57.4
53.6
12.4
DoG
Architecture=Mask R-CNN
2026.01
55.1
51.9
14.4
COCOB
Architecture=Mask R-CNN
2026.01
51.7
47.9
14.8
PAL
Architecture=Mask R-CNN
2026.01
46.2
44.1
13.5
GeN
Architecture=Mask R-CNN
2026.01
29.7
27.2
1.59
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