Active Matter
Benchmarks
TaskDatasetSOTA resultTrendResults
Active Matter 1.0 (test)
0.073VRMSE
28
Active Matter (test)
0.017VRMSE
19
Active Matter
0.587VRMSE (01:16)
14
Active Matter forward task (test)
0.132Relative MSE
13
Active Matter inverse task (test)
0.104Relative MSE
13
Active Matter (test)
0.132Relative MSE
13
Active Matter (test)
0.104Relative MSE
13
Active Matter
0.219Spectral Coherence RMSE
11
Active Matter
0.183Low Frequency Spectral Coherence RMSE
11
Active Matter
0.058CRPS (1:16)
11
Active Matter (AM) (test)
0.316NRMSE
9
Active Matter
0.039VRMSE
6
Active Matter (test)
0.38410-step Rollout VRMSE
6
Active Matter
0.351VRMSE
6
Active Matter (test)
0.522VRMSE
5
Active Matter T ∈ [21 : 60]
1.245VRMSE
4
active.matter (full rollout)
0.313Median Temporal W1 Distance
4
Active Matter
0.126VRMSE
4
active matter
0.057MSE
4
Active Matter (test)
0.111Relative MSE
2