Infrared Small Target Detection on IRSatVideo-LEO (test)
43.5mIoUFeedbackSTS-Det-T2
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FeedbackSTS-Det-T2Params(M)=5.678, FLOPs(G)=79.386, Sampling Interval=T=22026.01 | 43.5 | 60.63 | 95.28 | 0.55 | 97.46 | |
| FeedbackSTS-Det-T4Params(M)=5.678, FLOPs(G)=68.496, Sampling Interval=T=42026.01 | 43.42 | 60.54 | 96.48 | 3.07 | 98.16 | |
| FeedbackSTS-Det-T3Params(M)=5.678, FLOPs(G)=73.941, Sampling Interval=T=32026.01 | 41.96 | 59.11 | 95.83 | 4.51 | 97.84 | |
| DNANet_DTUMParams(M)=1.205, FLOPs(G)=97.7572026.01 | 38.88 | 55.99 | 88.24 | 6.31 | 93.93 | |
| ResUNet_DTUMParams(M)=0.298, FLOPs(G)=22.7722026.01 | 38.22 | 55.3 | 89.52 | 6.58 | 94.61 | |
| ResUNet_RFRParams(M)=1.012, FLOPs(G)=79.8012026.01 | 37.49 | 54.54 | 90.82 | 6.02 | 95.36 | |
| ALCNet_DTUMParams(M)=0.842, FLOPs(G)=16.8972026.01 | 35.49 | 52.39 | 79.18 | 2.53 | 89.13 | |
| ALCNetParams(M)=0.427, FLOPs(G)=4.1572026.01 | 31.36 | 47.75 | 70.27 | 5.21 | 85.12 | |
| ACMParams(M)=0.398, FLOPs(G)=4.4262026.01 | 30.53 | 46.78 | 72.87 | 7.33 | 86.38 | |
| ACM_RFRParams(M)=0.504, FLOPs(G)=40.8422026.01 | 24.68 | 39.59 | 89.18 | 16.88 | 94.56 | |
| 4DISDT2026.01 | 23.13 | 37.58 | 78.16 | 1.81 | 89 | |
| SRSTT2026.01 | 12.68 | 22.51 | 55.4 | 6.63 | 77.68 | |
| RCTV2026.01 | 8.74 | 16.07 | 39.31 | 0.93 | 69.65 | |
| MSLSTIPT2026.01 | 4.68 | 8.94 | 36.71 | 12.41 | 68.35 | |
| TopHat2026.01 | 4.18 | 8.03 | 27.46 | 3.26 | 63.73 | |
| PSTNN2026.01 | 3.5 | 6.76 | 46.29 | 61.31 | 73.14 | |
| NRAM2026.01 | 1.51 | 2.97 | 9.45 | 0.2 | 54.68 | |
| IMNN-LWEC2026.01 | 1.51 | 2.97 | 46 | 265.21 | 72.97 | |
| L2SKNet_FPNParams(M)=1.071, FLOPs(G)=66.0852026.01 | 1.09 | 2.15 | 47.67 | 362.75 | 73.23 | |
| NFTDGSTV2026.01 | 0.99 | 1.97 | 50.16 | 191.84 | 75.06 | |
| ASTTV-NTLA2026.01 | 0.8 | 1.59 | 50.88 | 206 | 75.42 | |
| ISTDU-NetParams(M)=2.752, FLOPs(G)=87.3882026.01 | 0.47 | 0.93 | 3.09 | 0.96 | 51.51 | |
| DNA-NetParams(M)=4.697, FLOPs(G)=71.3062026.01 | 0.13 | 0.27 | 0.92 | 0.21 | 50.44 | |
| RDIANParams(M)=0.217, FLOPs(G)=40.9022026.01 | 0.1 | 0.19 | 6.73 | 2,009.97 | 53.67 | |
| RPCANetParams(M)=0.68, FLOPs(G)=490.2552026.01 | 0 | 0 | 0.65 | 499,730.39 | 63.2 |