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Papers Benchmarks Datasets Tasks

Amodal Instance Segmentation research benchmarks · SOTA2 Research

Amodal Instance Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

82.37Amodal AP

21

May 26, 2026

28.87AP (Detection)

10

Feb 26, 2026

79.2AP

8

Feb 26, 2026

93.5mIoU

7

Feb 26, 2026

23.09APall

4

Feb 26, 2026

23.09AP (All)

4

Feb 26, 2026

31.4AP

3

Feb 26, 2026

PASCAL VOC 2012 (val)

Iterative Bounding Box Expansion

80Acc @ 50%

2

Feb 26, 2026

PASCAL 3D+ VOC 2012 (val)

Faster R-CNN + Iterative Bounding Box Expansion

45.2mAP^r (IoU=0.50)

2

Feb 26, 2026

Popular datasets

COCOA KINS Pascal VOC PASCAL 3D+OccHuman

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