Infrared Small Target Detection on NUDT-MIRSDT (test)
52.24mIoUFeedbackSTS-Det-T2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FeedbackSTS-Det-T2Params(M)=5.678, FLOPs(G)=79.386, Sampling Interval=T=22026.01 | 52.24 | 68.63 | 97.41 | 14.42 | 99.38 | |
| FeedbackSTS-Det-T4Params(M)=5.678, FLOPs(G)=68.496, Sampling Interval=T=42026.01 | 51.95 | 68.38 | 96.65 | 18.45 | 99.05 | |
| FeedbackSTS-Det-T3Params(M)=5.678, FLOPs(G)=73.941, Sampling Interval=T=32026.01 | 51.55 | 68.03 | 97.29 | 19.23 | 99.32 | |
| ACMParams(M)=0.398, FLOPs(G)=4.4262026.01 | 36.94 | 53.95 | 51 | 39.91 | 76.08 | |
| ALCNet_DTUMParams(M)=0.842, FLOPs(G)=16.8972026.01 | 35.67 | 52.58 | 91.82 | 175.71 | 95.78 | |
| ISTDU-NetParams(M)=2.752, FLOPs(G)=87.3882026.01 | 33.45 | 50.13 | 60.88 | 111.24 | 80.78 | |
| ALCNetParams(M)=0.427, FLOPs(G)=4.1572026.01 | 32.26 | 48.79 | 54.65 | 65.38 | 78.58 | |
| ResUNet_RFRParams(M)=1.012, FLOPs(G)=79.8012026.01 | 30.98 | 47.31 | 70.94 | 286.67 | 85.64 | |
| ACM_RFRParams(M)=0.504, FLOPs(G)=40.8422026.01 | 29.98 | 46.13 | 69.24 | 135.79 | 84.92 | |
| DNA-NetParams(M)=4.697, FLOPs(G)=71.3062026.01 | 27.51 | 43.15 | 60 | 211.94 | 80.04 | |
| ResUNet_DTUMParams(M)=0.298, FLOPs(G)=22.7722026.01 | 24.33 | 39.13 | 95.65 | 499.13 | 97.09 | |
| L2SKNet_FPNParams(M)=1.071, FLOPs(G)=66.0852026.01 | 21.12 | 34.88 | 43.06 | 92.03 | 71.85 | |
| RDIANParams(M)=0.217, FLOPs(G)=40.9022026.01 | 19.33 | 32.4 | 61.06 | 509.9 | 80.74 | |
| MSLSTIPT2026.01 | 13.76 | 24.19 | 21.66 | 125.26 | 76.25 | |
| PSTNN2026.01 | 13.03 | 23.06 | 21.62 | 84.92 | 64.64 | |
| SRSTT2026.01 | 12.18 | 21.72 | 21.16 | 444.36 | 80.01 | |
| 4DISDT2026.01 | 10.66 | 19.26 | 15.92 | 105.03 | 82.97 | |
| DNANet_DTUMParams(M)=1.205, FLOPs(G)=97.7572026.01 | 10.44 | 18.91 | 94.29 | 1,726.77 | 97.18 | |
| IMNN-LWEC2026.01 | 6.04 | 11.4 | 13.51 | 209.38 | 64.57 | |
| TopHat2026.01 | 4.32 | 8.29 | 15.42 | 70.2 | 68.66 | |
| NRAM2026.01 | 2.98 | 5.78 | 8.68 | 26.8 | 59.89 | |
| NFTDGSTV2026.01 | 2.41 | 4.71 | 5.5 | 307.22 | 64.46 | |
| ASTTV-NTLA2026.01 | 0.78 | 1.55 | 0.36 | 52.54 | 53.84 | |
| RCTV2026.01 | 0.34 | 0.68 | 0.18 | 1.4 | 52.55 | |
| RPCANetParams(M)=0.68, FLOPs(G)=490.2552026.01 | 0.02 | 0.05 | 10.47 | 495,831.3 | 73.74 |