Ice layer thickness estimation on SRED (test)
2.4471RMSEK-STEMIT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| K-STEMITPhysical Node Feature?=true, Average Computation Time (Seconds)=10182026.04 | 2.4471 | 1.5853 | |
| ST-GRITPhysical Node Feature?=false, Average Computation Time (Seconds)=24592026.04 | 2.8866 | 1.9141 | |
| Physics-Informed GraphSAGE-LSTMPhysical Node Feature?=true, Average Computation Time (Seconds)=48372026.04 | 2.9037 | 2.0216 | |
| GRITPhysical Node Feature?=false, Average Computation Time (Seconds)=16492026.04 | 3.0597 | 2.0713 | |
| Multi-BranchPhysical Node Feature?=false, Average Computation Time (Seconds)=9902026.04 | 3.098 | 2.1234 | |
| GCN-LSTMPhysical Node Feature?=false, Average Computation Time (Seconds)=74412026.04 | 3.1745 | 2.24 | |
| Locate and ExtendPhysical Node Feature?=false, Average Computation Time (Seconds)=9932026.04 | 3.1958 | 2.2226 | |
| Physics-Informed AGCN-LSTMPhysical Node Feature?=true, Average Computation Time (Seconds)=91472026.04 | 3.2862 | 2.291 | |
| GraphSAGE-LSTMPhysical Node Feature?=false, Average Computation Time (Seconds)=45792026.04 | 3.3837 | 2.438 | |
| AGCN-LSTMPhysical Node Feature?=false, Average Computation Time (Seconds)=94042026.04 | 3.4808 | 2.4486 |