m1
Benchmarks
TaskDatasetSOTA resultTrendResults
M1 Monthly
0.926MASE
46
M1 simulation map
1.004Average RMSE (m)
32
M1
57.17Acc@1
15
m1 yearly Chronos Benchmark II
0.126WQL
12
m1 quarterly Chronos Benchmark II
0.081WQL
12
M1 Monthly Chronos Benchmark II
0.13WQL
12
M1 Yearly
0.126MASE
12
m1 quarterly
0.081MASE
12
M1 first 10 plies omitted
57.17Top-1 Accuracy
11
M1 (test)
43.86E[Acc]
11
M1 opening excluded first 10 plies omitted (metadata-conditioned)
44.75Expected Accuracy
11
M1 Quarterly (Source holdout)
6.2AUCO
8
M1 Quarterly Domain adaptation
0.755Spearman Correlation (ρ)
8
M1 Quarterly Zero-shot transfer
0.537Spearman Correlation (ρ)
8
M1 Monthly Domain adaptation
0.82Spearman Correlation (ρ)
8
M1 Monthly Zero-shot transfer
0.628Spearman Correlation (ρ)
8
M1 Benchmark II C=21, H=4
0.14WQL
8
M1 real data
17.33MAPE
6
M1 Yearly
0.001MSE
5
M1 Quarterly
0.001MSE
5
M1 Monthly
0.001MSE
5
M1
44.75Expected Accuracy
4
M1 quarterly
0.354CRPS
4
m1 quarterly
0.354CRPS Sum
4
M1 quarterly
0.2330.5-Risk Accuracy
4