Density Map Estimation on DroneCrowd 1.0 (test) benchmark leaderboard · SOTA2 Research

Density Map Estimation on DroneCrowd 1.0 (test)

15.8MAE (Overall)STNNet

Evaluation Results

Method	Links
STNNet2021.05		15.8	18.7	16	18.4	15.6	19.2	14.1	17.2	19.9	22.5	12.9	14.4	18.5	21.6	14.3	16.9
DM-Count2021.05		18.4	27	19.2	29.6	17.2	22.4	11.4	16.3	12.6	15.2	51.1	55.7	17.6	21.8	18.9	29.6
STNNet2021.05		18.6	22.2	17.1	20.5	21	24.6	14.7	19.9	21.4	23.3	24.7	26.3	24.2	27.3	15.4	18.7
CSRNet2021.05		19.8	25.6	17.8	25.4	22.9	25.8	12.8	16.6	19.1	22.5	42.3	45.8	20.2	24	19.6	26.5
CAN2021.05		22.1	33.4	18.9	26.7	26.9	41.5	11.2	14.9	14.8	17.5	69.4	73.6	14.4	17.9	26.6	39.7
MCNN2021.05		34.7	42.5	36.8	44.1	31.7	40.1	21	27.5	39	43.9	67.2	68.7	29.5	35.3	37.7	46.2
DA-Net2021.05		36.5	47.3	41.5	54.7	28.9	33.1	45.4	58.6	26.5	31.3	29.5	34	56.5	68.3	24.9	28.7
ACSCP2021.05		48.1	60.2	57	70.6	34.8	39.7	42.5	46.4	37.3	44.3	86.6	106.6	36	41.9	55.1	68.5
C-MTL2021.05		56.7	65.9	53.5	63.2	61.5	69.7	59.5	66.9	56.6	67.8	48.2	58.3	81.6	88.7	42.2	47.9
MSCNN2021.05		58	75.2	58.4	77.9	57.5	71.1	64.5	85.8	53.8	65.5	46.8	57.3	91.4	106.4	38.7	48.8
SwitchCNN2021.05		66.5	77.8	61.5	74.2	74	83	56	63.4	69	80.9	92.8	105.8	67.7	79.8	65.7	76.7
StackPooling2021.05		68.8	77.2	68.7	77.1	68.8	77.3	66.5	75.9	74	83.4	65.2	67.4	95.7	101.1	53.1	59.1
LCFCN2021.05		136.9	150.6	126.3	140.3	152.8	164.8	147.1	160.3	137.1	151.7	105.6	113.8	208.5	211.1	95.4	110
AMDCN2021.05		165.6	167.7	166.7	168.9	163.8	165.9	160.5	162.3	174.8	177.1	162.3	164.3	165.5	167.7	165.6	167.8