Infrared Small Target Detection on SIRST3 Salient partition
84.66IoUDNANet (Full)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DNANet (Full)Backbone=DNANet, Supervision=Full2026.05 | 84.66 | 87.1 | 99.63 | 4.96 | |
| SCTransNet (Full)Backbone=SCTransNet, Supervision=Full2026.05 | 83.97 | 84.64 | 100 | 13.3 | |
| GGLNet (Full)Backbone=GGLNet, Supervision=Full2026.05 | 83.22 | 85.49 | 100 | 6.69 | |
| MSHNet (Full)Backbone=MSHNet, Supervision=Full2026.05 | 81.27 | 84.76 | 99.63 | 5.34 | |
| ALCLNet (Full)Backbone=ALCLNet, Supervision=Full2026.05 | 80.28 | 83.93 | 99.63 | 14.88 | |
| MLCLNet (Full)Backbone=MLCLNet, Supervision=Full2026.05 | 79.16 | 84.96 | 99.63 | 20.21 | |
| RepISDNet (Full)Backbone=RepISDNet, Supervision=Full2026.05 | 77.76 | 83.47 | 100 | 15.06 | |
| SCTransNet (Ours-T)Backbone=SCTransNet, Supervision=Ours-T2026.05 | 75.58 | 75.5 | 99.63 | 18.99 | |
| SCTransNet (Ours-S)Backbone=SCTransNet, Supervision=Ours-S2026.05 | 74.72 | 74.72 | 100 | 21.29 | |
| MSHNet (Ours-T)Backbone=MSHNet, Supervision=Ours-T2026.05 | 72.73 | 76.04 | 99.63 | 8.49 | |
| MSHNet (Ours-S)Backbone=MSHNet, Supervision=Ours-S2026.05 | 72.43 | 75.31 | 99.63 | 15.34 | |
| SCTransNet (PAL)Backbone=SCTransNet, Supervision=PAL2026.05 | 72.07 | 73.09 | 98.88 | 25.37 | |
| MSHNet (PAL)Backbone=MSHNet, Supervision=PAL2026.05 | 71 | 74.04 | 99.25 | 17.8 | |
| DNANet (Ours-T)Backbone=DNANet, Supervision=Ours-T2026.05 | 70.91 | 75.56 | 99.63 | 12.26 | |
| MLCLNet (Ours-T)Backbone=MLCLNet, Supervision=Ours-T2026.05 | 69.8 | 75.78 | 98.51 | 28.68 | |
| DNANet (Ours-S)Backbone=DNANet, Supervision=Ours-S2026.05 | 69.15 | 75.51 | 99.63 | 18.59 | |
| MLCLNet (Ours-S)Backbone=MLCLNet, Supervision=Ours-S2026.05 | 68.33 | 74.25 | 99.63 | 27.93 | |
| RepISDNet (Ours-T)Backbone=RepISDNet, Supervision=Ours-T2026.05 | 68.21 | 74.96 | 99.63 | 18.6 | |
| DNANet (PAL)Backbone=DNANet, Supervision=PAL2026.05 | 66.37 | 75.05 | 98.88 | 21.75 | |
| GGLNet (Ours-T)Backbone=GGLNet, Supervision=Ours-T2026.05 | 64.07 | 74.34 | 99.25 | 24.29 | |
| RepISDNet (Ours-S)Backbone=RepISDNet, Supervision=Ours-S2026.05 | 63.88 | 73.9 | 99.63 | 20.51 | |
| MLCLNet (PAL)Backbone=MLCLNet, Supervision=PAL2026.05 | 63.75 | 73.8 | 98.13 | 28.9 | |
| GGLNet (Ours-S)Backbone=GGLNet, Supervision=Ours-S2026.05 | 63.55 | 73.34 | 98.88 | 24.06 | |
| RepISDNet (PAL)Backbone=RepISDNet, Supervision=PAL2026.05 | 63.09 | 72.22 | 99.25 | 25.76 | |
| GGLNet (PAL)Backbone=GGLNet, Supervision=PAL2026.05 | 62.49 | 72.04 | 98.51 | 25.15 | |
| ALCLNet (Ours-T)Backbone=ALCLNet, Supervision=Ours-T2026.05 | 61.61 | 70.57 | 98.88 | 25.25 | |
| ALCLNet (Ours-S)Backbone=ALCLNet, Supervision=Ours-S2026.05 | 59.62 | 70.25 | 98.88 | 25.16 | |
| ALCLNet (PAL)Backbone=ALCLNet, Supervision=PAL2026.05 | 56.22 | 69.46 | 98.13 | 33.1 | |
| DNANet (LESPS)Backbone=DNANet, Supervision=LESPS2026.05 | 51.82 | 67.29 | 88.43 | 32.65 | |
| MSHNet (LESPS)Backbone=MSHNet, Supervision=LESPS2026.05 | 50.33 | 68.06 | 89.18 | 34.61 | |
| MLCLNet (LESPS)Backbone=MLCLNet, Supervision=LESPS2026.05 | 49.96 | 65.47 | 95.52 | 31.57 | |
| GGLNet (LESPS)Backbone=GGLNet, Supervision=LESPS2026.05 | 49.94 | 63.9 | 86.57 | 29.88 | |
| SCTransNet (LESPS)Backbone=SCTransNet, Supervision=LESPS2026.05 | 49.64 | 63.36 | 85.45 | 34.91 | |
| RepISDNet (LESPS)Backbone=RepISDNet, Supervision=LESPS2026.05 | 47.44 | 64.34 | 88.43 | 37.83 | |
| ALCLNet (LESPS)Backbone=ALCLNet, Supervision=LESPS2026.05 | 39.75 | 57.83 | 83.21 | 31.45 |