Nyx
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Spatio-temporal Super-resolution | Nyx ensemble | PSNR53.32 | 15 | |
| Temporal Super-Resolution | Nyx | PSNR53.17 | 9 | |
| Surrogate Modeling | Nyx 1 (test) | PSNR (dB)44.7 | 5 | |
| Super-resolution | Nyx Trained Fields (train) | Rel L20.0707 | 4 | |
| Super-resolution | Nyx Unseen Fields (test) | Relative L2 Loss0.0431 | 4 | |
| Conditional Generalization | Nyx Trained Fields low-resolution (x2 reduced) | Relative L2 Error0.0115 | 4 | |
| Conditional Generalization | Nyx low-resolution (x2 reduced) (Unseen Fields) | Rel L2 Error0.0111 | 4 | |
| Conditional Generalization | Nyx (test) | Relative L2 Error0.0318 | 4 |
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