IRSTD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Infrared Small Target Detection | IRSTD-1K | Pd96.9 | 211 | |
| Infrared Small Target Detection | IRSTD-1k (800:201) (test) | IoU72.44 | 42 | |
| Infrared Small Target Detection | IRSTD-1K (test) | IoU69.64 | 38 | |
| Segmentation | IRSTD-1k | IoU69.29 | 18 | |
| Detection | IRSTD-1k | mAP5089.23 | 15 | |
| Infrared Small Target Detection | IRSTD-1k | Precision92.89 | 14 | |
| Infrared Small Target Detection | IRSTD Hard | IoU47.83 | 11 | |
| Infrared Small Target Segmentation | IRSTD-1k | IoU66.8 | 10 | |
| Infrared Small Target Detection | IRSTD | Params (M)0.28 | 9 | |
| Pseudo-label generation quality | IRSTD-1K | mIoU71.63 | 9 | |
| Infrared Small Target Detection | IRSTD-1K SNR < 5 (test) | IoU62.95 | 8 | |
| Multi-frame Infrared Small Target Detection | IRSTD-15k | AP5089.56 | 8 |
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