| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Detection | RTTS | mAP@5053.8 | 23 | |
| Object Detection | RTTS v1 (test) | mAP53.2 | 22 | |
| Image Dehazing | RTTS 17 | FADE2.484 | 12 | |
| Image Restoration | RTTS | FADE1.233 | 10 | |
| Image Dehazing | RTTS RESIDE (test) | FADE0.824 | 10 | |
| Object Detection | RTTS 40 (test) | AP (Bicycle)59 | 10 | |
| Image Dehazing Quality Assessment | RTTS 40 (test) | User Study Score7.76 | 9 | |
| Image Dehazing | RTTS no-reference (test) | NIQE3.7458 | 7 | |
| Object Detection | RTTS Real (test) | mAP@5052.6 | 7 | |
| Object Detection | RTTS (test) | AP (Box)69.1 | 6 | |
| Image Restoration | RTTS (test) | NIQE Score4.53 | 5 | |
| Dehazing | RTTS (inference) | Score3.62 | 4 | |
| Image Dehazing | RTTS (test) | NIQE4.58 | 4 | |
| Dehazing | RTTS | NIQE4.58 | 4 |