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Panoramic Semantic Segmentation research benchmarks · SOTA2 Research

Panoramic Semantic Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SynPASS full 22 classes (test)

40.72mIoU (All Classes)

11

Feb 26, 2026

SynPASS full 22 classes (val)

48.85mIoU (Cloudy)

11

Feb 26, 2026

Stanford2D3D Spin-to-SPan (test)

70.38mIoU

10

Mar 27, 2026

Cityscapes-to-DensePASS (test)

56.81mIoU

10

Feb 26, 2026

30.7mIoU

3

Mar 9, 2026

30.7mIoU

3

Mar 9, 2026

Popular datasets

SynPASS ToF-360 Stanford2D3D Cityscapes-to-DensePASS

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