SIRST Detection on SIRST3
84.71IoUMSDA-Net
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MSDA-NetDescription=+ FDEP w/o CO-ISD, Parameters (M)=5.24, Time (s)=0.12025.12 | 84.71 | 86.57 | 98.14 | 11.95 | 97.25 | 94.32 | 91.73 | |
| GGL-NetDescription=+ FDEP w/o CO-ISD, Parameters (M)=13.06, Time (s)=0.12025.12 | 84.35 | 85.62 | 97.54 | 13.9 | 96.78 | 94.58 | 91.53 | |
| UIU-NetDescription=+ FDEP w/o CO-ISD, Parameters (M)=64.71, Time (s)=0.122025.12 | 84.34 | 85.58 | 97.41 | 5.35 | 96.93 | 93.3 | 90.44 | |
| MLCL-NetDescription=+ FDEP w/o CO-ISD, Parameters (M)=1.11, Time (s)=0.0872025.12 | 84.16 | 85.08 | 97.54 | 8.59 | 96.63 | 93.57 | 90.43 | |
| MSDA-NetDescription=+ FDEP Framework, Parameters (M)=5.24, Time (s)=0.0352025.12 | 84.05 | 86.33 | 97.54 | 14.24 | 96.92 | 94.21 | 91.31 | |
| GGL-NetDescription=+ FDEP Framework, Parameters (M)=13.06, Time (s)=0.0362025.12 | 83.59 | 86.29 | 97.34 | 11.46 | 96.48 | 94 | 90.69 | |
| UIU-NetDescription=+ FDEP Framework, Parameters (M)=64.71, Time (s)=0.0552025.12 | 83.12 | 85.05 | 97.08 | 13.31 | 96.57 | 93.22 | 90.01 | |
| ALCL-NetDescription=+ FDEP w/o CO-ISD, Parameters (M)=9.74, Time (s)=0.0862025.12 | 83.06 | 84.16 | 97.21 | 8.49 | 96.31 | 92.3 | 88.9 | |
| DNA-NetDescription=+ FDEP w/o CO-ISD, Parameters (M)=8.77, Time (s)=0.162025.12 | 83.06 | 86.09 | 98.14 | 8.9 | 96.33 | 94.99 | 91.5 | |
| MSDA-NetDescription=Original, Parameters (M)=4.79, Time (s)=0.0352025.12 | 82.86 | 85.46 | 97.01 | 12.53 | 96.43 | 93.04 | 89.72 | |
| DNA-NetDescription=Original, Parameters (M)=4.7, Time (s)=0.0952025.12 | 82.59 | 86.08 | 96.68 | 9.29 | 95.38 | 93.41 | 89.1 | |
| DNA-NetDescription=+ FDEP Framework, Parameters (M)=8.77, Time (s)=0.0952025.12 | 82.54 | 86.06 | 97.54 | 11.93 | 95.46 | 93.89 | 89.62 | |
| UIU-NetDescription=Original, Parameters (M)=50.54, Time (s)=0.0552025.12 | 81.99 | 83.73 | 96.54 | 12.15 | 96 | 91.69 | 88.02 | |
| ALCL-NetDescription=+ FDEP Framework, Parameters (M)=9.74, Time (s)=0.0242025.12 | 81.83 | 83.95 | 96.41 | 16.09 | 95.74 | 91.29 | 87.4 | |
| GGL-NetDescription=Original, Parameters (M)=8.99, Time (s)=0.0362025.12 | 81.69 | 84.74 | 97.21 | 7.78 | 95.24 | 92.39 | 87.99 | |
| ALCL-NetDescription=Original, Parameters (M)=5.67, Time (s)=0.0242025.12 | 80.94 | 83.39 | 96.74 | 11.22 | 95.09 | 91.23 | 86.75 | |
| MLCL-NetDescription=+ FDEP Framework, Parameters (M)=1.11, Time (s)=0.0252025.12 | 80.24 | 83.46 | 95.42 | 12.25 | 94.27 | 92.5 | 87.2 | |
| MLCL-NetDescription=Original, Parameters (M)=0.66, Time (s)=0.0252025.12 | 79.83 | 82.88 | 96.35 | 19.02 | 94.37 | 91.98 | 86.8 | |
| ALCNetDescription=+ FDEP w/o CO-ISD, Parameters (M)=0.88, Time (s)=0.0822025.12 | 73.17 | 73.23 | 97.14 | 24.95 | 91.73 | 88.67 | 81.34 | |
| ALCNetDescription=+ FDEP Framework, Parameters (M)=0.88, Time (s)=0.0212025.12 | 70.57 | 72.88 | 95.61 | 22.05 | 89.75 | 87.25 | 78.31 | |
| ACMDescription=+ FDEP w/o CO-ISD, Parameters (M)=0.85, Time (s)=0.0822025.12 | 70.43 | 69.73 | 96.48 | 19.7 | 90.02 | 86.66 | 78.01 | |
| ACMDescription=+ FDEP Framework, Parameters (M)=0.85, Time (s)=0.0222025.12 | 68.56 | 68.01 | 95.42 | 13.92 | 89.17 | 85.02 | 75.81 | |
| ALCNetDescription=Original, Parameters (M)=0.43, Time (s)=0.0212025.12 | 68.3 | 69.55 | 95.28 | 34.07 | 87.56 | 84.74 | 74.2 | |
| ACMDescription=Original, Parameters (M)=0.4, Time (s)=0.0222025.12 | 62.76 | 61.25 | 94.62 | 18.78 | 82.41 | 82.58 | 68.05 |