Object Detection on Multispectral dataset
76.3AP (Person)FusionGAN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FusionGANDetector=YOLOv5, SIZE(M)=0.925, FLOPS(G)=497.76, TIME(s)=0.1242022.03 | 76.3 | 84.6 | 82.8 | 75.1 | 57.5 | 75.6 | 60.1 | |
| TarDALDetector=YOLOv5, SIZE(M)=0.296, FLOPS(G)=14.88, TIME(s)=0.0412022.03 | 76.2 | 86.8 | 83.3 | 75.7 | 67.8 | 78 | 61.3 | |
| MFEIFDetector=YOLOv5, SIZE(M)=0.158, FLOPS(G)=25.32, TIME(s)=0.0452022.03 | 76 | 83.7 | 79 | 74.1 | 64 | 75.5 | 60.7 | |
| DenseFuseDetector=YOLOv5, SIZE(M)=0.074, FLOPS(G)=48.92, TIME(s)=0.2512022.03 | 75.4 | 83.3 | 82.9 | 74.9 | 60.7 | 75.5 | 60.8 | |
| InfraredDetector=YOLOv52022.03 | 75.3 | 75.3 | 73.3 | 43.9 | 49.2 | 70.9 | 58.9 | |
| DDCGANDetector=YOLOv5, SIZE(M)=1.097, FLOPS(G)=896.84, TIME(s)=0.2112022.03 | 73.5 | 84.1 | 81 | 76.1 | 64.5 | 76.6 | 59.4 | |
| VisibleDetector=YOLOv52022.03 | 71.7 | 82.2 | 74 | 68.1 | 53.1 | 73.9 | 59.1 | |
| U2FusionDetector=YOLOv5, SIZE(M)=0.659, FLOPS(G)=366.34, TIME(s)=0.1232022.03 | 57.4 | 59.9 | 57.9 | 53 | 43.2 | 56.2 | 60.4 | |
| RFNDetector=YOLOv5, SIZE(M)=10.93, TIME(s)=0.2382022.03 | 50.5 | 61.9 | 52 | 51.2 | 42.7 | 60.5 | 59.2 | |
| GANMcCDetector=YOLOv5, SIZE(M)=1.864, FLOPS(G)=1002.56, TIME(s)=0.2462022.03 | 47.2 | 81.1 | 76.5 | 68 | 62 | 72.4 | 60.3 |