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Papers Benchmarks Datasets Tasks

Generalized Few-Shot Object Detection research benchmarks · SOTA2 Research

Generalized Few-Shot Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PASCAL VOC (Set 3)

76.8AP50

90

Feb 26, 2026

PASCAL VOC (Set 2)

75.1AP50

90

Feb 26, 2026

PASCAL VOC All Set 1 (test)

77.9AP50

90

Feb 26, 2026

DeFRCN+Meta-ScaledDynamic+Aug

68.7HM

45

Feb 26, 2026

23nAP

45

Feb 26, 2026

MS-COCO 2017 (val)

Decoupling Classifier

21.9Novel AP

30

Feb 27, 2026

28.1HM

24

Feb 26, 2026

MS-COCO 10-shot (test)

34AP

19

Feb 26, 2026

MS-COCO 30-shot (test)

34.9AP

18

Feb 26, 2026

MS-COCO 5-shot (test)

33.1AP

17

Feb 26, 2026

PASCAL VOC All Set 3 (test)

74.7AP50 (1-shot)

15

Feb 26, 2026

PASCAL VOC All Set 2 (test)

70.4AP50 (1-shot)

15

Feb 26, 2026

Popular datasets

Pascal VOC MS-COCO COCO

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