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Papers Benchmarks Datasets Tasks

Panoptic Segmentation research benchmarks – Page 3 · SOTA2 Research

Panoptic Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Cityscapes from VIPER source (val)

87.6Road

8

Feb 26, 2026

Indian Driving Dataset (IDD) (val)

51.1Panoptic Quality (PQ)

8

Feb 26, 2026

43.7PQ

8

Feb 26, 2026

COCO Panoptic (val)

57.8PQ

7

May 29, 2026

FineGrip 10-5 4 steps

5,520PQ Coherence (Co)

7

Feb 26, 2026

FineGrip 6 steps (15-2)

58.85Co (PQ)

7

Feb 26, 2026

FineGrip 15-5 3 steps

58.85PQ Coherence (Things)

7

Feb 26, 2026

FineGrip 20-5 2 steps

57.3PQ Co

7

Feb 26, 2026

61.4PQ (Clear)

7

Feb 26, 2026

SYNTHIA to Cityscapes (val)

87.7Road IoU

7

Feb 26, 2026

COCO-C 2000 image subset

Panoptic SegFormer

47.2Mean PQ

7

Feb 26, 2026

COCO 2000 image subset 2017 (val)

Panoptic SegFormer

55.8PQ

7

Feb 26, 2026

Cityscapes 11 (val)

50.64PQ

7

Feb 26, 2026

ADE20K cross-dataset

21.1PQ

6

Jun 4, 2026

PanORama (Multi)

71.85PQ (1 frame)

6

Mar 23, 2026

COCO 40-10 setting (val)

51.79PQ (Co)

6

Feb 26, 2026

COCO 40-40 setting (val)

51.79PQ (Things)

6

Feb 26, 2026

ADE20K 150 categories (val)

42.3PQ

6

Feb 26, 2026

58.4PQ

6

Feb 26, 2026

19.4PQ

6

Feb 26, 2026

62.5PartPQ (All)

6

Feb 26, 2026

81.5SQ

6

Feb 26, 2026

COCO 2017 2018 (val)

43.2PQ

6

Feb 26, 2026

13.4PQ

5

Jun 4, 2026

ADE20K 100-50 Aggregate

37.6PQavg

5

May 13, 2026

Page 3 of 6

Popular datasets

COCO ADE20K Cityscapes ScanNet nuScenes

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