Panoptic Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
42.3PQ Base (1-100)
5
May 13, 2026
42.4PQbase (1-100)
5
May 13, 2026
34.9Panoptic Quality (PQ)
5
Mar 27, 2026
96.1mAcc (Pixel)
5
Feb 26, 2026
94.73mAcc (pix)
5
Feb 26, 2026
0.947Pixel Acc
5
Feb 26, 2026
96.5Pixel Accuracy (mAcc)
5
Feb 26, 2026
97.93mAcc (pix)
5
Feb 26, 2026
98.4Pixel Accuracy
5
Feb 26, 2026
76.7SQ16
5
Feb 26, 2026
26.8PQ
5
Feb 26, 2026
43.2PQ (Classes 1-100)
5
Feb 26, 2026
43.2PQ (Classes 1-100)
5
Feb 26, 2026
43.2PQ (1-100)
5
Feb 26, 2026
50.2PQ (1-50)
5
Feb 26, 2026
77.3Road
5
Feb 26, 2026
42.7PQ
5
Feb 26, 2026
73.8PQ
4
Feb 26, 2026
31.5Panoptic Quality (PQ)
4
Feb 26, 2026
38.1PQ
4
Feb 26, 2026
33PQ
4
Feb 26, 2026
0.319Panoptic Quality (PQ)
4
Feb 26, 2026
42.2Brightness PQ
4
Feb 26, 2026
40.2Brightness
4
Feb 26, 2026
42.9PQ (Brightness)
4
Feb 26, 2026