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ResearchFormerly WizWand

Instance Segmentation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

S3DIS ScanNet B15 N4 partition (test)

40.7mAP@0.50

2

Feb 27, 2026

S3DIS ScanNet B19 N0 partition (test)

43.6mAP@0.50

2

Feb 27, 2026

33.3APbdy

2

Feb 26, 2026

MS COCO 2018 (test-dev)

Mask R-CNN w/ CARAFE

35.9AP

2

Feb 26, 2026

ScanNet v1 (test)

35.1mAP

2

Feb 26, 2026

MS-COCO novel categories (test)

Siamese Mask R-CNN

16.8AP50

2

Feb 26, 2026

MS-COCO categories (train)

Siamese Mask R-CNN

38.4mAP50

2

Feb 26, 2026

Mapillary Vistas Dataset (test)

26.3AP

2

Feb 26, 2026

COCO (test-standard)

27.9AP

2

Feb 26, 2026

TimberSeg (selected images)

56.6mAP50-95 (Cut)

1

May 7, 2026

Tracking (test)

73.3mAP50-95 (Cut)

1

May 7, 2026

76mAP50-95 (Cut)

1

May 7, 2026

Vocal Cord Identification (val)

84Precision

1

Feb 26, 2026

MSCOCO (test val)

5.1Mask AP

1

Feb 26, 2026

LVIS challenge v1.0 (test)

Distribution Balanced Algorithm

48.1AP†

1

Feb 26, 2026

MS-COCO randomly drawn boxes

Random Baseline

50mAP50

1

Feb 26, 2026

75.6AP50

1

Feb 26, 2026

94.1AP50

1

Feb 26, 2026

—

—Overall AP

0

Feb 26, 2026

Open Images (novel)

—

—mAP50 (Constrained Novel)

0

Feb 26, 2026

MS-COCO (novel)

—

—mAP50 (Constrained Novel)

0

Feb 26, 2026

S3DIS ScanNet B10/N9 partition (test)

—

—mAP50

0

Feb 26, 2026

—

—mAP@0.5

0

Feb 26, 2026