Traffic
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
traffic
2.224Energy Score (ES)
6
Traffic (test)
72.77Accuracy
6
traffic
0.065CRPS Sum
6
traffic
10.2650.5-Risk Accuracy
6
traffic-c direct forecast (long-term) 7 days ahead
0.509R0.5
6
traffic-c rolling-day prediction (short-term) 7 days
0.122R0.5
6
Traffic
0.129MSE
5
Traffic
303.5Rollout MSE
5
Traffic (test)
72.7Training Time (ms)
5
Traffic
27.74Memory Usage (Training, MB)
5
Traffic ProbTS (test)
0.22CRPS
5
Traffic Length 96 (test)
41Error Rate
5
Traffic (test)
2.81Final Divergence Residual
5
Traffic
0.685MSE (H=24)
4
Traffic long-term forecasting (test)
0.45MSE
4
traffic altmerge 11 steps
14.2Preprocessing Time (s)
4
Traffic
8.68CRPS-Sum
4
Traffic H=720 (test)
0.615MSE
4
traffic (test)
0MSE
4
Traffic
0.685MSE (All)
3
Traffic
0.574MSE
3
Traffic
-41.3Relative Change in NLPD
3
Traffic
9.91Model Parameters (MB)
3
Traffic horizon 96
0.234MSE
3
Traffic
0.223NMAE
3