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Class-agnostic instance segmentation research benchmarks · SOTA2 Research

Class-agnostic instance segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

64.6mAP

11

Feb 26, 2026

COCO 2017 (val)

22.8AP (Box)

10

Feb 27, 2026

ScanNet++ 100 classes (test)

29.8AP

7

Apr 23, 2026

38AP50

5

Feb 27, 2026

6.8APmk50

4

Feb 27, 2026

Replica 8 scenes (test)

33.2AP

1

Apr 23, 2026

COCO 20k (test)

—

—APmk@50 IoU

0

Feb 26, 2026

Popular datasets

COCO Replica UVO ScanNet++USIS

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