Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Instance Segmentation research benchmarks – Page 9 · SOTA2 Research

Instance Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

COCO non-VOC novel categories 2017 (val)

10.3AP

8

Feb 26, 2026

39.3Mean AP

8

Feb 27, 2026

ScanNet20 (val)

62.6mAP@0.50

8

Feb 26, 2026

Tsuruike (test)

59.26mAP

7

Apr 21, 2026

7.38mAP

7

Apr 21, 2026

11.326BD-mAP@50:95

7

Apr 8, 2026

CTG material phase interfaces 2.0

93.85Precision

7

Mar 12, 2026

Brassica napus (test)

77.8F1@0.5

7

Feb 26, 2026

66.1mAP

7

Feb 26, 2026

UVO novel classes VOC transfer 2017 (val)

16.8AR@10

7

Feb 26, 2026

LVIS novel classes v1.0 (val)

8AR@10 (Novel)

7

Feb 26, 2026

BOP (LM-O, TUD-L, YCB-V) bop23 (test)

46mAP (LM-O)

7

Feb 26, 2026

ScanNet200 v2 (val)

31.5mAP

7

Feb 26, 2026

COCOPersons without Small category persons (val)

53.9APM

7

Feb 26, 2026

COCO 10% labels (val)

Guided Distillation

43.1AP

7

Feb 26, 2026

COCO 5% labels (val)

Guided Distillation

41.6AP

7

Feb 26, 2026

COCO 2% labels (val)

Guided Distillation

38.2AP

7

Feb 26, 2026

COCO 1% labels (val)

Guided Distillation

34.1AP

7

Feb 26, 2026

COCO-Tasks extended (test)

TOIST w/ distillation

44.1mAP (Box)

7

Feb 26, 2026

11.3Mask mAP

7

Feb 26, 2026

OpenImages (val)

OpenImages-trained model

52.8Mask mAP

7

Feb 26, 2026

VIPER-trained model

0.178mAP (Mask)

7

Feb 26, 2026

Mapillary (val)

Mapillary-trained model

10.6mAP (mask)

7

Feb 26, 2026

9.072BD mAP@50:95

7

Apr 8, 2026

67.9mAP

7

Feb 27, 2026

Page 9 of 19

Popular datasets

COCO ScanNet LVIS MS-COCO S3DIS

Follow for updates

Join SOTA2 Contact