DFC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Elevation reconstruction | DFC 2019 | JAX 004 Result0.7 | 25 | |
| Semantic Segmentation | DFC 2023 | R Score94.98 | 20 | |
| Deepfake Detection | DFC IID Setting 23 | Accuracy67.61 | 18 | |
| Satellite Scene Reconstruction | DFC 2019 | MAE [m] (004)0.78 | 8 | |
| Elevation Estimation | DFC JAX 2019 | MAE (AOI 004)0.89 | 8 | |
| 3D Reconstruction | DFC 19 (test) | MAE (m)1.5 | 7 | |
| Semantic Segmentation | DFC 2020 | mIoU54.3 | 6 | |
| Hierarchical Multi-label Classification | DFC 15 | AUPRC97.7 | 4 | |
| Novel View Synthesis | DFC 2019 | PSNR13.059 | 3 | |
| Neural Architecture Search | DFC OMA-353 2019 (test) | Search Time9.9 | 2 | |
| Neural Architecture Search | DFC JAX-258 2019 (test) | Time (Duration)9.6 | 2 | |
| Neural Architecture Search | DFC JAX-467 2019 (test) | Search Time10.1 | 2 | |
| Neural Architecture Search | DFC Average across scenes 2019 (test) | Time9.7 | 2 |
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