| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Single-Source Shortest Path Prediction | ECHO-Synth | MAE0.035 | 23 | |
| Node Eccentricity Prediction | ECHO-Synth | MAE2.43 | 23 | |
| Regression | Echo | RMSE5.177 | 14 | |
| Total molecular energy prediction | ECHO-Energy | MSE0.152 | 11 | |
| Audio Watermarking | Echo Main Setup | Attribution Accuracy98 | 2 |