M3FD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
M3FD dataset
99.1mAP@0.5
48
M3FD
63.2AP@[0.5:0.95]
45
M3FD (test)
86.9Clean mAP50
38
M3FD (test)
0.104LPIPS
28
M3FD
81.79mAP
27
M3FD
0.792SSIM
25
M3FD Night
0.968mAP@0.5
22
M3FD (Overcast)
88.7mAP@0.5
22
M3FD (test)
7.19Entropy (EN)
18
M3FD (Challenge)
99.5AP50
16
M3FD (Day)
87.7AP50
16
M3FD
81.6IoU
16
M3FD
55.2AP (Person)
16
M3FD
55.2mAP50 Person
16
M3FD (test)
4.03NIQE
14
M3FD (test)
4.563MI
14
M3FD
0.073LPIPS
13
M3FD-inf (test)
59.1mAP
13
M3FD
75.35AP (Person)
12
M3FD
95AP (Car)
12
M3FD
0.902mAP (people)
12
M3FD
33.28Contrast PSNR
11
M3FD-IR (test)
56.9mAP
11
M3FD (test)
0.142Inference Time (s)
10
M3FD
0.522PC
10