Hugging Face's logo

Datasets:
Real-TSF
/
TIME-Output

Tasks:
Time Series Forecasting
Modalities:
Tabular
Text
Formats:
csv
Size:
1K - 10K
Tags:
time-series
forecasting
benchmark
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
 Community
39

Submit evaluation results for TimesFM-3

#39
by ayujain25 - opened
base: refs/heads/main
←
from: refs/pr/39
Discussion Files changed
+4018
-0
This view is limited to 50 files because it contains too many changes. See the raw diff here.
Files changed (50) hide show
  1. results/TimesFM-3/Australia_Solar/H/long/config.json +35 -0
  2. results/TimesFM-3/Australia_Solar/H/long/metrics.npz +3 -0
  3. results/TimesFM-3/Australia_Solar/H/long/predictions.npz +3 -0
  4. results/TimesFM-3/Australia_Solar/H/medium/config.json +35 -0
  5. results/TimesFM-3/Australia_Solar/H/medium/metrics.npz +3 -0
  6. results/TimesFM-3/Australia_Solar/H/medium/predictions.npz +3 -0
  7. results/TimesFM-3/Australia_Solar/H/short/config.json +35 -0
  8. results/TimesFM-3/Australia_Solar/H/short/metrics.npz +3 -0
  9. results/TimesFM-3/Australia_Solar/H/short/predictions.npz +3 -0
  10. results/TimesFM-3/Auto_Production_SF/M/short/config.json +35 -0
  11. results/TimesFM-3/Auto_Production_SF/M/short/metrics.npz +3 -0
  12. results/TimesFM-3/Auto_Production_SF/M/short/predictions.npz +3 -0
  13. results/TimesFM-3/CPHL/15T/long/config.json +35 -0
  14. results/TimesFM-3/CPHL/15T/long/metrics.npz +3 -0
  15. results/TimesFM-3/CPHL/15T/long/predictions.npz +3 -0
  16. results/TimesFM-3/CPHL/15T/medium/config.json +35 -0
  17. results/TimesFM-3/CPHL/15T/medium/metrics.npz +3 -0
  18. results/TimesFM-3/CPHL/15T/medium/predictions.npz +3 -0
  19. results/TimesFM-3/CPHL/15T/short/config.json +35 -0
  20. results/TimesFM-3/CPHL/15T/short/metrics.npz +3 -0
  21. results/TimesFM-3/CPHL/15T/short/predictions.npz +3 -0
  22. results/TimesFM-3/CPHL/30T/long/config.json +35 -0
  23. results/TimesFM-3/CPHL/30T/long/metrics.npz +3 -0
  24. results/TimesFM-3/CPHL/30T/long/predictions.npz +3 -0
  25. results/TimesFM-3/CPHL/30T/medium/config.json +35 -0
  26. results/TimesFM-3/CPHL/30T/medium/metrics.npz +3 -0
  27. results/TimesFM-3/CPHL/30T/medium/predictions.npz +3 -0
  28. results/TimesFM-3/CPHL/30T/short/config.json +35 -0
  29. results/TimesFM-3/CPHL/30T/short/metrics.npz +3 -0
  30. results/TimesFM-3/CPHL/30T/short/predictions.npz +3 -0
  31. results/TimesFM-3/CPHL/H/long/config.json +35 -0
  32. results/TimesFM-3/CPHL/H/long/metrics.npz +3 -0
  33. results/TimesFM-3/CPHL/H/long/predictions.npz +3 -0
  34. results/TimesFM-3/CPHL/H/medium/config.json +35 -0
  35. results/TimesFM-3/CPHL/H/medium/metrics.npz +3 -0
  36. results/TimesFM-3/CPHL/H/medium/predictions.npz +3 -0
  37. results/TimesFM-3/CPHL/H/short/config.json +35 -0
  38. results/TimesFM-3/CPHL/H/short/metrics.npz +3 -0
  39. results/TimesFM-3/CPHL/H/short/predictions.npz +3 -0
  40. results/TimesFM-3/Coastal_T_S/15T/long/config.json +35 -0
  41. results/TimesFM-3/Coastal_T_S/15T/long/metrics.npz +3 -0
  42. results/TimesFM-3/Coastal_T_S/15T/long/predictions.npz +3 -0
  43. results/TimesFM-3/Coastal_T_S/15T/medium/config.json +35 -0
  44. results/TimesFM-3/Coastal_T_S/15T/medium/metrics.npz +3 -0
  45. results/TimesFM-3/Coastal_T_S/15T/medium/predictions.npz +3 -0
  46. results/TimesFM-3/Coastal_T_S/15T/short/config.json +35 -0
  47. results/TimesFM-3/Coastal_T_S/15T/short/metrics.npz +3 -0
  48. results/TimesFM-3/Coastal_T_S/15T/short/predictions.npz +3 -0
  49. results/TimesFM-3/Coastal_T_S/20T/long/config.json +35 -0
  50. results/TimesFM-3/Coastal_T_S/20T/long/metrics.npz +3 -0
results/TimesFM-3/Australia_Solar/H/long/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "Australia_Solar/H/long",
3
+ "num_series": 1,
4
+ "num_windows": 15,
5
+ "num_variates": 3,
6
+ "prediction_length": 168,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "H",
20
+ "seasonality": 24,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 100.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/Australia_Solar/H/long/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:540d540e5aac382bc3eba321f1a9c38d9d03626447f5d5d9b1791f16547a844d
3
+ size 4536
results/TimesFM-3/Australia_Solar/H/long/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:84904a1e635539aee758e46d7fa83be477c71714d22390ecdf36b2a4c7fa45d4
3
+ size 117194
results/TimesFM-3/Australia_Solar/H/medium/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "Australia_Solar/H/medium",
3
+ "num_series": 1,
4
+ "num_windows": 35,
5
+ "num_variates": 3,
6
+ "prediction_length": 72,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "H",
20
+ "seasonality": 24,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 100.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/Australia_Solar/H/medium/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b82f98c0648b490ed71cbb431a15deb194b3fc4bc8e0d47736c73e82df4d3636
3
+ size 8351
results/TimesFM-3/Australia_Solar/H/medium/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e755619f453998902eca29a816c922643e93219b1db71b02d428c352696f3119
3
+ size 117967
results/TimesFM-3/Australia_Solar/H/short/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "Australia_Solar/H/short",
3
+ "num_series": 1,
4
+ "num_windows": 105,
5
+ "num_variates": 3,
6
+ "prediction_length": 24,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "H",
20
+ "seasonality": 24,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 100.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/Australia_Solar/H/short/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3641594cacd2c415b62777083fb0a98adfb17dd8396287f43318aef6ec15779a
3
+ size 20779
results/TimesFM-3/Australia_Solar/H/short/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:62193712225062b53bdfd260d1abed6bbee21620a79f77262c2799f4b54cc575
3
+ size 117245
results/TimesFM-3/Auto_Production_SF/M/short/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "Auto_Production_SF/M/short",
3
+ "num_series": 1,
4
+ "num_windows": 5,
5
+ "num_variates": 1,
6
+ "prediction_length": 12,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "M",
20
+ "seasonality": 12,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/Auto_Production_SF/M/short/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e98a635ab425e17b5cd10c2034e9155c8d52e2fb6863309565e9504f7165ae51
3
+ size 1821
results/TimesFM-3/Auto_Production_SF/M/short/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7998dcc0916bb168a0eee96475d7919489d254a3da957aa49faf079c23bb4d6d
3
+ size 1313
results/TimesFM-3/CPHL/15T/long/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "CPHL/15T/long",
3
+ "num_series": 2,
4
+ "num_windows": 5,
5
+ "num_variates": 1,
6
+ "prediction_length": 288,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "15T",
20
+ "seasonality": 96,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/CPHL/15T/long/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:73d2d7a6a4dd5cef67f8ada2a8715dbd30bd9a3cace309d34b90a5dabdcd3592
3
+ size 2176
results/TimesFM-3/CPHL/15T/long/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:38028b56163798af38888824b07ac10be51ba052738e6fcd08253c659ea45812
3
+ size 38035
results/TimesFM-3/CPHL/15T/medium/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "CPHL/15T/medium",
3
+ "num_series": 2,
4
+ "num_windows": 15,
5
+ "num_variates": 1,
6
+ "prediction_length": 96,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "15T",
20
+ "seasonality": 96,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/CPHL/15T/medium/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:03d2c45d8999e360a61a96a67f542c7015d2a1654be939b217a0fa662e6eb7e0
3
+ size 3464
results/TimesFM-3/CPHL/15T/medium/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8882a7bfba183a8eb62d85855b9f9e90a8a25162959cce9b7a5efc9e78a86cd9
3
+ size 38814
results/TimesFM-3/CPHL/15T/short/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "CPHL/15T/short",
3
+ "num_series": 2,
4
+ "num_windows": 120,
5
+ "num_variates": 1,
6
+ "prediction_length": 12,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "15T",
20
+ "seasonality": 96,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/CPHL/15T/short/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c9d0a6e07e1f2aa29d7a8a52657af0ae1f5014000208904e6a2897f01201db64
3
+ size 15734
results/TimesFM-3/CPHL/15T/short/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf54fcc4427f6d5a4ffa2a5f5480759ca342f237b3ee788397c97de0c86b1c5c
3
+ size 40029
results/TimesFM-3/CPHL/30T/long/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "CPHL/30T/long",
3
+ "num_series": 2,
4
+ "num_windows": 10,
5
+ "num_variates": 1,
6
+ "prediction_length": 144,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "30T",
20
+ "seasonality": 48,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/CPHL/30T/long/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b68e0f7547183b8d148debc21b5492ced41c0400100d432b3de566cfac55d343
3
+ size 2836
results/TimesFM-3/CPHL/30T/long/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:15360239f0c12211fe89ec986f8cec0b2e2c935e2372878fc159a35327d95509
3
+ size 40097
results/TimesFM-3/CPHL/30T/medium/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "CPHL/30T/medium",
3
+ "num_series": 2,
4
+ "num_windows": 30,
5
+ "num_variates": 1,
6
+ "prediction_length": 48,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "30T",
20
+ "seasonality": 48,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/CPHL/30T/medium/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8aadbd1dfe3b23b3b0f52ba5c971da55824a9fb12a5ac38e57d6db3e1c80dda1
3
+ size 5474
results/TimesFM-3/CPHL/30T/medium/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:790706b47cee55fa00695c375e2dfc6253e825f9a4968730dcbbdd18cfc658c9
3
+ size 40662
results/TimesFM-3/CPHL/30T/short/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "CPHL/30T/short",
3
+ "num_series": 2,
4
+ "num_windows": 120,
5
+ "num_variates": 1,
6
+ "prediction_length": 12,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "30T",
20
+ "seasonality": 48,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/CPHL/30T/short/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f6e4d15674a53f6007be6f16fa5a3641301f3baff4ed9c575e413cc072c0faa6
3
+ size 15887
results/TimesFM-3/CPHL/30T/short/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8842a010eb6e947f94b853c99adf40b6d3c06f1dff7548e7f796d3b1d8554d9a
3
+ size 41457
results/TimesFM-3/CPHL/H/long/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "CPHL/H/long",
3
+ "num_series": 4,
4
+ "num_windows": 2,
5
+ "num_variates": 1,
6
+ "prediction_length": 336,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "H",
20
+ "seasonality": 24,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/CPHL/H/long/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d5621c4e22922e582adb2902bf91463b79569fba77029cb54892ac6243f1fc3d
3
+ size 2040
results/TimesFM-3/CPHL/H/long/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c0847753f7da7544d54b074e8f25b5283ff9b33ad5102726391caee4490660e7
3
+ size 38111
results/TimesFM-3/CPHL/H/medium/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "CPHL/H/medium",
3
+ "num_series": 4,
4
+ "num_windows": 4,
5
+ "num_variates": 1,
6
+ "prediction_length": 168,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "H",
20
+ "seasonality": 24,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/CPHL/H/medium/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9c56b0546a306d5f20acbe8494df5483db7f811ac3c8052c2c8531aa0e889787
3
+ size 2558
results/TimesFM-3/CPHL/H/medium/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5da46cf906413f632fd5ae00dc75ddadb1027446a97006207985490f0271ac93
3
+ size 38415
results/TimesFM-3/CPHL/H/short/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "CPHL/H/short",
3
+ "num_series": 4,
4
+ "num_windows": 28,
5
+ "num_variates": 1,
6
+ "prediction_length": 24,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "H",
20
+ "seasonality": 24,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/CPHL/H/short/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:80efc062127f13ba8c2fd4d40309730b496cf93791af256d5d7f6da578497fa9
3
+ size 8516
results/TimesFM-3/CPHL/H/short/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7959b68f4b35e9cb964ccddc10790eb0dd526d26a01e414ab12a6dd64d7bf434
3
+ size 39193
results/TimesFM-3/Coastal_T_S/15T/long/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "Coastal_T_S/15T/long",
3
+ "num_series": 5,
4
+ "num_windows": 5,
5
+ "num_variates": 3,
6
+ "prediction_length": 288,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "15T",
20
+ "seasonality": 96,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/Coastal_T_S/15T/long/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fb648d58c1300104376888571dd4f023500f10041f67558293d3f988c8fbbc49
3
+ size 6274
results/TimesFM-3/Coastal_T_S/15T/long/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:afeaa84e040ac975854818550f6fc646dc393a208cb1eccd29666179e185286c
3
+ size 69490
results/TimesFM-3/Coastal_T_S/15T/medium/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "Coastal_T_S/15T/medium",
3
+ "num_series": 5,
4
+ "num_windows": 15,
5
+ "num_variates": 3,
6
+ "prediction_length": 96,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "15T",
20
+ "seasonality": 96,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/Coastal_T_S/15T/medium/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:88d980e9a8c11538f9516c9c95b52104ddf79c51c194d4b34e802ee17771fcbc
3
+ size 14821
results/TimesFM-3/Coastal_T_S/15T/medium/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78a5d1c1d076a6cfc27b47e533a2cf56717a3d61bd3e1a31dab51f5286518b26
3
+ size 81880
results/TimesFM-3/Coastal_T_S/15T/short/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "Coastal_T_S/15T/short",
3
+ "num_series": 5,
4
+ "num_windows": 120,
5
+ "num_variates": 3,
6
+ "prediction_length": 12,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "15T",
20
+ "seasonality": 96,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/Coastal_T_S/15T/short/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a5c2c2c404bb7d645d6a18ecefe3c181e8f9a5f3c0b1aaebadc9da85f7d63c82
3
+ size 102814
results/TimesFM-3/Coastal_T_S/15T/short/predictions.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7740e3c707fa68d32dae5e5d0c62a9107e1cdb372a0802a49f0e6cdfa66d7d94
3
+ size 120630
results/TimesFM-3/Coastal_T_S/20T/long/config.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_config": "Coastal_T_S/20T/long",
3
+ "num_series": 1,
4
+ "num_windows": 5,
5
+ "num_variates": 3,
6
+ "prediction_length": 216,
7
+ "num_quantiles": 9,
8
+ "quantile_levels": [
9
+ 0.1,
10
+ 0.2,
11
+ 0.3,
12
+ 0.4,
13
+ 0.5,
14
+ 0.6,
15
+ 0.7,
16
+ 0.8,
17
+ 0.9
18
+ ],
19
+ "freq": "20T",
20
+ "seasonality": 72,
21
+ "context_length": 15360,
22
+ "metric_names": [
23
+ "MSE",
24
+ "MAE",
25
+ "RMSE",
26
+ "MAPE",
27
+ "sMAPE",
28
+ "MASE",
29
+ "ND",
30
+ "CRPS"
31
+ ],
32
+ "prediction_scale_factor": 1.0,
33
+ "model": "TimesFM-3",
34
+ "use_variate_attention": true
35
+ }
results/TimesFM-3/Coastal_T_S/20T/long/metrics.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7751b826de20d0cec0a65d6d0df05eb104463cf8bf70f8b145507cd25d6ba098
3
+ size 2489