STF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Object Detection | STF heavy snowfall (test) | AP (0-80m)41.79 | 55 | |
| 3D Object Detection | STF dense fog v1 (test) | AP@.5IoU (Easy)47.81 | 40 | |
| 3D Object Detection | STF average over dense fog, light fog, and clear splits v1 (test) | mAP Easy66.32 | 20 | |
| 3D Object Detection | STF clear v1 (test) | AP@.5IoU (Easy)80.41 | 20 | |
| 3D Object Detection | STF light fog v1 (test) | AP@.5IoU (Easy)71.42 | 20 | |
| Object Detection | STF Light Fog | AP (easy)91.43 | 11 | |
| Object Detection | STF Snow Rain | AP Easy89.99 | 7 | |
| Object Detection | STF Dense Fog | AP (easy)90.77 | 7 | |
| Object Detection | STF Clear | AP (easy)90.33 | 7 | |
| Hate Speech Detection | STF (In-distribution) | Accuracy90 | 7 | |
| Object Detection | STF Full (test) | AP (Easy)86.13 | 4 | |
| Object Detection | STF Snow Rain (test) | AP (Easy)89.37 | 4 | |
| Object Detection | STF Dense Fog (test) | AP (Easy)89.79 | 4 | |
| Pristine-Degraded Separability | STF heavy rain | AUROC86.66 | 2 | |
| Pristine-Degraded Separability | STF dense fog | AUROC81.5 | 2 | |
| Pristine-Degraded Separability | STF heavy snow | AUROC0.7194 | 2 | |
| 3D Object Detection | STF clear weather (test) | AP (0-80m)45.71 | 2 | |
| 3D Object Detection | STF light snowfall (test) | AP (0-80m)41.75 | 2 |
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