Infrared-Visible Image Fusion on Infrared-Visible Fusion Missing-IR Modality (test)
43.5Qcb ScoreDCMIF
Evaluation results
| Method | Links | |
|---|---|---|
| DCMIFParam (M)=21.798, FLOPs (G)=542.001, Time (s)=5.793, Input Size=256 x 256, Infrared Generation Method=None (Feature-level inference)2026.03 | 43.5 | |
| CoCoNetParam (M)=250.541, FLOPs (G)=2,330.26, Time (s)=11.038, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 43.3 | |
| DCEvoParam (M)=48.601, FLOPs (G)=272.027, Time (s)=0.059, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 43.2 | |
| CDDFuseParam (M)=47.784, FLOPs (G)=194.176, Time (s)=0.059, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 42.9 | |
| EMMAParam (M)=48.111, FLOPs (G)=85.935, Time (s)=0.038, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 42.7 | |
| IVFSWRParam (M)=60.098, FLOPs (G)=936.753, Time (s)=0.176, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 42.2 | |
| DCEvoParam (M)=243.431, FLOPs (G)=2,483.42, Time (s)=11.032, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 41.2 | |
| CoCoNetParam (M)=55.709, FLOPs (G)=118.866, Time (s)=0.075, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 40.9 | |
| LRRNetParam (M)=241.475, FLOPs (G)=2,291.74, Time (s)=10.989, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 40.8 | |
| TIMFusionParam (M)=242.658, FLOPs (G)=2,322.54, Time (s)=11.026, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 40.4 | |
| SAGEParam (M)=46.731, FLOPs (G)=212.942, Time (s)=0.062, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 40.3 | |
| CDDFuseParam (M)=242.614, FLOPs (G)=2,405.57, Time (s)=11.022, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 40.3 | |
| TIMFusionParam (M)=47.827, FLOPs (G)=111.154, Time (s)=0.053, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 39.6 | |
| LRRNetParam (M)=46.644, FLOPs (G)=80.347, Time (s)=0.026, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 39 | |
| EMMAParam (M)=242.776, FLOPs (G)=2,297.33, Time (s)=11.002, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 39 | |
| U2FusionParam (M)=242.895, FLOPs (G)=2,921.78, Time (s)=11.066, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 38.8 | |
| IVFSWRParam (M)=254.929, FLOPs (G)=3,148.14, Time (s)=11.139, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 37.7 | |
| U2FusionParam (M)=48.064, FLOPs (G)=710.385, Time (s)=0.103, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 36.8 | |
| SAGEParam (M)=241.562, FLOPs (G)=2,424.33, Time (s)=11.025, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 33.9 | |
| TarDALParam (M)=46.892, FLOPs (G)=96.768, Time (s)=0.052, Input Size=256 x 256, Infrared Generation Method=EGGAN2026.03 | 30.4 | |
| TarDALParam (M)=241.723, FLOPs (G)=2,308.16, Time (s)=11.015, Input Size=256 x 256, Infrared Generation Method=PID2026.03 | 28.2 |