Infrared Small Target Detection on NUAA-SIRST (IoU, Pd, Fa)
79.42IoUMDAFNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MDAFNetPublication=-2026.01 | 79.42 | 100 | 3.9 | |
| DCCS-DetType=CNN-Mamba, Publication=-2026.01 | 78.65 | 100 | 0.0002 | |
| ABCPublication=ICME’232026.01 | 77.59 | 98.17 | 6.74 | |
| ABCType=CNN-Transformer, Publication=ICME, 20232026.01 | 77.59 | 98.17 | 0.0007 | |
| AGPC-NetPublication=TAES,’232026.01 | 77.47 | 100 | 3.02 | |
| AGPC-NetType=CNN, Publication=TAES, 20232026.01 | 77.47 | 100 | 0.0003 | |
| MTU-NetPublication=TGRS’232026.01 | 77.46 | 100 | 5.68 | |
| MTU-NetType=CNN-Transformer, Publication=TGRS, 20232026.01 | 77.46 | 100 | 0.0006 | |
| DNA-NetPublication=TIP’222026.01 | 77.04 | 99.08 | 20.05 | |
| DNA-NetType=CNN, Publication=TIP, 20222026.01 | 77.04 | 99.08 | 0.002 | |
| UIU-NetPublication=TIP’222026.01 | 76.83 | 98.17 | 11.71 | |
| UIU-NetType=CNN, Publication=TIP, 20222026.01 | 76.83 | 98.17 | 0.0012 | |
| SCTransNetPublication=TGRS’242026.01 | 76.18 | 99.08 | 26.97 | |
| SCTransNetType=CNN-Transformer, Publication=TGRS, 20242026.01 | 76.18 | 99.08 | 0.0027 | |
| PConvPublication=AAAI’252026.01 | 75.98 | 98.17 | 4.26 | |
| PConvType=CNN, Publication=AAAI, 20252026.01 | 75.98 | 98.17 | 0.0004 | |
| L2SKNetPublication=TGRS’252026.01 | 75.52 | 98.17 | 17.21 | |
| L2SKNetType=CNN, Publication=TGRS, 20252026.01 | 75.52 | 98.17 | 0.0017 | |
| HCF-NetPublication=ICME’242026.01 | 75.43 | 98.17 | 11.18 | |
| HCF-NetType=CNN, Publication=ICME, 20242026.01 | 75.43 | 98.17 | 0.0011 | |
| RDIANPublication=TGRS’232026.01 | 74.08 | 100 | 19.87 | |
| RDIANType=CNN, Publication=TGRS, 20232026.01 | 74.08 | 100 | 0.002 | |
| MSHNetPublication=CVPR’242026.01 | 73.65 | 99.08 | 19.16 | |
| MSHNetType=CNN, Publication=CVPR, 20242026.01 | 73.65 | 99.08 | 0.0019 | |
| IPIType=Low Rank, Publication=TIP, 20132026.01 | 18.06 | 90.83 | 0.0035 | |
| TophatType=Filtering, Publication=SPIE, 19932026.01 | 11.43 | 89.91 | 0.0194 | |
| MPCMType=Local Contrast, Publication=PR, 20162026.01 | 7.66 | 98.17 | 0.0558 |