AVICI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Noise Prediction | AVICI (out-of-distribution) | LIN (RMSE)0.03 | 32 | |
| Counterfactual Generation | AVICI (test) | LIN RMSE (IN)0 | 16 | |
| Interventional Generation | AVICI In-distribution | LIN RMSE0.05 | 16 | |
| Sample Generation | AVICI LIN (Out-of-distribution) | RMSE0.05 | 16 | |
| Sample Generation | AVICI RFF (In-distribution) | RMSE0.13 | 16 | |
| Sample Generation | AVICI LIN (In-distribution) | RMSE0.05 | 16 | |
| Noise Prediction | AVICI In-distribution | LIN RMSE0.03 | 16 | |
| Sample Generation | AVICI ntest = 400 (test) | LIN (IN)1.5 | 8 | |
| Noise Prediction | AVICI n=400 (test) | LIN (IN)25 | 8 |
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