Infrared Small Target Detection on SIRST3 Camouflaged partition
85.28IoUDNANet (Full)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DNANet (Full)Backbone=DNANet, Supervision=Full2026.05 | 85.28 | 86.83 | 94.48 | 5.45 | |
| SCTransNet (Full)Backbone=SCTransNet, Supervision=Full2026.05 | 84.25 | 85.33 | 96.14 | 13.21 | |
| GGLNet (Full)Backbone=GGLNet, Supervision=Full2026.05 | 83.16 | 84.85 | 94.9 | 9.71 | |
| ALCLNet (Full)Backbone=ALCLNet, Supervision=Full2026.05 | 82.5 | 83.13 | 95.17 | 13.94 | |
| MSHNet (Full)Backbone=MSHNet, Supervision=Full2026.05 | 81.86 | 83.23 | 95.59 | 5.63 | |
| RepISDNet (Full)Backbone=RepISDNet, Supervision=Full2026.05 | 81.31 | 83.59 | 94.21 | 27.96 | |
| MLCLNet (Full)Backbone=MLCLNet, Supervision=Full2026.05 | 80.37 | 84.66 | 94.76 | 18.34 | |
| SCTransNet (Ours-T)Backbone=SCTransNet, Supervision=Ours-T2026.05 | 67.77 | 67.33 | 93.24 | 18.73 | |
| SCTransNet (Ours-S)Backbone=SCTransNet, Supervision=Ours-S2026.05 | 65.92 | 64.93 | 90.34 | 23.78 | |
| MLCLNet (Ours-T)Backbone=MLCLNet, Supervision=Ours-T2026.05 | 65.72 | 66.93 | 92.14 | 23.65 | |
| SCTransNet (PAL)Backbone=SCTransNet, Supervision=PAL2026.05 | 64.27 | 64.88 | 89.66 | 24.54 | |
| DNANet (Ours-T)Backbone=DNANet, Supervision=Ours-T2026.05 | 63.08 | 66.39 | 93.79 | 22.28 | |
| RepISDNet (Ours-T)Backbone=RepISDNet, Supervision=Ours-T2026.05 | 63.07 | 63.69 | 91.86 | 15.92 | |
| DNANet (Ours-S)Backbone=DNANet, Supervision=Ours-S2026.05 | 62.77 | 65.19 | 91.31 | 21.56 | |
| DNANet (PAL)Backbone=DNANet, Supervision=PAL2026.05 | 62.71 | 63.84 | 88.55 | 25.39 | |
| MLCLNet (Ours-S)Backbone=MLCLNet, Supervision=Ours-S2026.05 | 61.95 | 63.94 | 90.34 | 24.41 | |
| MSHNet (Ours-T)Backbone=MSHNet, Supervision=Ours-T2026.05 | 61.79 | 62.57 | 90.21 | 23.62 | |
| MSHNet (Ours-S)Backbone=MSHNet, Supervision=Ours-S2026.05 | 60.46 | 61.44 | 89.52 | 24.44 | |
| MLCLNet (PAL)Backbone=MLCLNet, Supervision=PAL2026.05 | 60.43 | 61.31 | 89.45 | 35.33 | |
| MSHNet (PAL)Backbone=MSHNet, Supervision=PAL2026.05 | 60.07 | 60.84 | 89.45 | 24.86 | |
| GGLNet (Ours-T)Backbone=GGLNet, Supervision=Ours-T2026.05 | 58.77 | 61.55 | 90.9 | 27.02 | |
| RepISDNet (Ours-S)Backbone=RepISDNet, Supervision=Ours-S2026.05 | 57.59 | 58.82 | 89.52 | 24.62 | |
| GGLNet (Ours-S)Backbone=GGLNet, Supervision=Ours-S2026.05 | 57.37 | 60.77 | 89.79 | 27.51 | |
| RepISDNet (PAL)Backbone=RepISDNet, Supervision=PAL2026.05 | 56.42 | 57.58 | 86.48 | 25.06 | |
| GGLNet (PAL)Backbone=GGLNet, Supervision=PAL2026.05 | 56.32 | 59.54 | 88.28 | 28.25 | |
| ALCLNet (Ours-T)Backbone=ALCLNet, Supervision=Ours-T2026.05 | 53.52 | 55.48 | 90.34 | 25.93 | |
| ALCLNet (Ours-S)Backbone=ALCLNet, Supervision=Ours-S2026.05 | 51.89 | 54.63 | 88.55 | 31.9 | |
| ALCLNet (PAL)Backbone=ALCLNet, Supervision=PAL2026.05 | 49.91 | 53.81 | 87.86 | 33.04 | |
| MSHNet (LESPS)Backbone=MSHNet, Supervision=LESPS2026.05 | 36.2 | 39.25 | 66.9 | 35.94 | |
| GGLNet (LESPS)Backbone=GGLNet, Supervision=LESPS2026.05 | 36.04 | 38.57 | 65.52 | 35.76 | |
| DNANet (LESPS)Backbone=DNANet, Supervision=LESPS2026.05 | 35.94 | 38.37 | 63.72 | 35.95 | |
| SCTransNet (LESPS)Backbone=SCTransNet, Supervision=LESPS2026.05 | 32.96 | 34.86 | 70.34 | 34.07 | |
| MLCLNet (LESPS)Backbone=MLCLNet, Supervision=LESPS2026.05 | 32.31 | 36.3 | 82.34 | 39.1 | |
| RepISDNet (LESPS)Backbone=RepISDNet, Supervision=LESPS2026.05 | 31.85 | 35.62 | 63.72 | 42.6 | |
| ALCLNet (LESPS)Backbone=ALCLNet, Supervision=LESPS2026.05 | 26.07 | 29.64 | 60.14 | 36.94 |