Generalized Few-Shot Object Detection on PASCAL VOC All Set 3 (test) benchmark leaderboard · SOTA2 Research

Generalized Few-Shot Object Detection on PASCAL VOC All Set 3 (test)

74.7AP50 (1-shot)CFA-DeFRCN

Evaluation Results

Method	Links
CFA-DeFRCN2022.04		74.7	75.5	75	76.2	76.6
CFA-DeFRCN2022.04		72.9	73.9	73	74.1	74.6
DeFRCN2022.04		72.5	73.5	72.7	74.1	73.9
CFA w/ cos2022.04		69.7	71.2	72.6	74	74.7
CFA w/ fc2022.04		69.1	70.1	71.6	73.3	74.7
Retentive R-CNN2022.04		69	70.9	72.3	73.9	74.1
TFA w/ cos2022.04		67.9	68.6	71	72.5	72.4
TFA w/ fc2022.04		67.8	68.9	70.8	72.3	72.2
CFA w/ fc2022.04		67.7	69	70.9	72.6	73.5
CFA w/ cos2022.04		67.7	69.7	71.9	73	73.5
FRCN-ft-full2022.04		58.5	59.1	58.7	61.8	60.9
MPSR2022.04		55.2	59.8	62.7	66.9	67.7
FSRW2022.04		54.2	53.5	54.7	58.6	57.6
FsDetView*2022.04		37	39.5	40.7	50.7	54.8
Meta R-CNN*2022.04		20.3	31	41.2	48	55.1