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Multi-label class-incremental learning research benchmarks · SOTA2 Research

Multi-label class-incremental learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PASCAL VOC B0-C4

94.1Last mAP

33

Mar 9, 2026

PASCAL VOC B10-C2

94.1Last mAP

31

Mar 9, 2026

MS-COCO 2014 (B0-C10)

84Avg. mAP

28

Mar 9, 2026

MS-COCO 2014 (B40-C10)

84.1Average mAP

27

Mar 9, 2026

PASCAL VOC (B4-C2)

94.1Last mAP

26

Mar 9, 2026

83.1Last mAP

24

Mar 9, 2026

83.1mAP (Last)

24

Mar 9, 2026

PASCAL VOC B5-C3

0.941Last mAP

14

Feb 26, 2026

PASCAL VOC long-sequence B5-C3

93Average mAP

12

Mar 9, 2026

Popular datasets

Pascal VOC MS-COCO

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