Infrared Small Target Detection on IRDST-H
96.2mAP50DMRNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DMRNet2026.06 | 96.2 | — | — | 98.56 | |
| EMIP2026.06 | 93.8 | — | — | 97.01 | |
| MISTNet2026.06 | 89.9 | — | — | 94.84 | |
| CoMoE2026.06 | 81.21 | — | — | 90.52 | |
| CHAL2026.06 | 73.3 | — | — | 85.23 | |
| MI-DETRScheme=Data-driven, Frames=12026.03 | 70.3 | 71.7 | 73.8 | 72.7 | |
| iMoPKLScheme=Data-driven, Frames=22026.03 | 43.95 | 59.82 | 74.48 | 66.35 | |
| ADSUNet2026.06 | 40.9 | — | — | 64.15 | |
| MoPKLScheme=Data-driven, Frames=52026.03 | 40.66 | 59.26 | 69.68 | 64.05 | |
| SSTNetScheme=Data-driven, Frames=52026.03 | 39.04 | 65.12 | 60.77 | 62.87 | |
| TMPScheme=Data-driven, Frames=52026.03 | 38.93 | 63.99 | 61.73 | 62.84 | |
| TridosScheme=Data-driven, Frames=52026.03 | 38.51 | 55.29 | 70.61 | 62.02 | |
| DTUMScheme=Data-driven, Frames=52026.03 | 37.98 | 49.67 | 77.18 | 60.44 | |
| L2SKNetScheme=Data-driven, Frames=12026.03 | 37.15 | 54.16 | 69.75 | 60.98 | |
| STMEScheme=Data-driven, Frames=52026.03 | 34.29 | 59.36 | 58.25 | 58.8 | |
| PConvScheme=Data-driven, Frames=12026.03 | 33.07 | 50.45 | 66.43 | 57.35 | |
| SANetScheme=Data-driven, Frames=12026.03 | 33.02 | 51.86 | 64.5 | 57.49 | |
| DNANetScheme=Data-driven, Frames=12026.03 | 31.07 | 51.09 | 61.09 | 55.64 | |
| RDIANScheme=Data-driven, Frames=12026.03 | 30.57 | 42.18 | 73.5 | 53.6 | |
| CSViGScheme=Data-driven, Frames=12026.03 | 30.17 | 49.01 | 62.45 | 54.92 | |
| AGPCNetScheme=Data-driven, Frames=12026.03 | 29.24 | 46.64 | 63.68 | 53.84 | |
| RPCANetScheme=Data-driven, Frames=12026.03 | 29.17 | 45.17 | 65.18 | 53.36 | |
| SCTransNetScheme=Data-driven, Frames=12026.03 | 27.41 | 48.34 | 57.63 | 52.58 | |
| MSHNetScheme=Data-driven, Frames=12026.03 | 27.02 | 45.25 | 60.04 | 51.61 | |
| SIRST5KScheme=Data-driven, Frames=12026.03 | 24.22 | 44.92 | 54.02 | 49.05 |