WeatherBench 2

37.9 RMSE m2/s2

maintainer-run3Excarta (HEAL-ViT)

38.7 RMSE m2/s2

maintainer-run4

39.3 RMSE m2/s2

maintainer-run5

39.8 RMSE m2/s2

maintainer-run6

40.1 RMSE m2/s2

maintainer-run7

41.5 RMSE m2/s2

maintainer-run8

41.9 RMSE m2/s2

maintainer-run9

44.3 RMSE m2/s2

maintainer-run10

45.2 RMSE m2/s2

maintainer-run11

47.2 RMSE m2/s2

maintainer-run12Keisler (2022)

66.9 RMSE m2/s2

maintainer-run

02505007501,000

Score in RMSE m2/s2, year 2020, 240x121 grid, Z500 day 3

Lower is better for this unit.

1WeatherMesh4

113.8 RMSE m2/s2

maintainer-run2

115.7 RMSE m2/s2

maintainer-run3Excarta (HEAL-ViT)

117.5 RMSE m2/s2

maintainer-run4

123.5 RMSE m2/s2

maintainer-run5

124.2 RMSE m2/s2

maintainer-run6

125.4 RMSE m2/s2

maintainer-run7

127.8 RMSE m2/s2

maintainer-run8

130.1 RMSE m2/s2

maintainer-run9

133.8 RMSE m2/s2

maintainer-run10

134.4 RMSE m2/s2

maintainer-run11

137.2 RMSE m2/s2

maintainer-run12Keisler (2022)

174.7 RMSE m2/s2

maintainer-run

02505007501,000

Score in RMSE m2/s2, year 2020, 240x121 grid, Z500 day 5

Lower is better for this unit.

1WeatherMesh4

250.7 RMSE m2/s2

maintainer-run2

262.4 RMSE m2/s2

maintainer-run3

266.2 RMSE m2/s2

maintainer-run4Excarta (HEAL-ViT)

271.4 RMSE m2/s2

maintainer-run5

272.4 RMSE m2/s2

maintainer-run6

273.5 RMSE m2/s2

maintainer-run7

274.3 RMSE m2/s2

maintainer-run8

277.1 RMSE m2/s2

maintainer-run9

285.9 RMSE m2/s2

maintainer-run10

294.3 RMSE m2/s2

maintainer-run11

305.5 RMSE m2/s2

maintainer-run12Keisler (2022)

346 RMSE m2/s2

maintainer-run

02505007501,000

Score in RMSE m2/s2, year 2020, 240x121 grid, Z500 day 10

Lower is better for this unit.

606.5 RMSE m2/s2

maintainer-run2

606.8 RMSE m2/s2

maintainer-run3WeatherMesh4

608.1 RMSE m2/s2

maintainer-run4

610.4 RMSE m2/s2

maintainer-run5

625.8 RMSE m2/s2

maintainer-run6

631.7 RMSE m2/s2

maintainer-run7

665.9 RMSE m2/s2

maintainer-run8

731.9 RMSE m2/s2

maintainer-run9Excarta (HEAL-ViT)

763.4 RMSE m2/s2

maintainer-run10

778.2 RMSE m2/s2

maintainer-run11Keisler (2022)

787 RMSE m2/s2

maintainer-run12

802.7 RMSE m2/s2

maintainer-run

02505007501,000

Score in RMSE m2/s2, year 2022, 240x121 grid, Z500 day 1

Lower is better for this unit.

32.3 RMSE m2/s2

maintainer-run2Tianji

33.3 RMSE m2/s2

maintainer-run3

38.1 RMSE m2/s2

maintainer-run4

38.3 RMSE m2/s2

maintainer-run5

39.2 RMSE m2/s2

maintainer-run6

40.9 RMSE m2/s2

maintainer-run7

41.2 RMSE m2/s2

maintainer-run8

45 RMSE m2/s2

maintainer-run

02505007501,000

Score in RMSE m2/s2, year 2022, 240x121 grid, Z500 day 3

Lower is better for this unit.

104.5 RMSE m2/s2

maintainer-run2Tianji

112.4 RMSE m2/s2

maintainer-run3

119.8 RMSE m2/s2

maintainer-run4

120.6 RMSE m2/s2

maintainer-run5

124.3 RMSE m2/s2

maintainer-run6

132.3 RMSE m2/s2

maintainer-run7

136.5 RMSE m2/s2

maintainer-run8

138.4 RMSE m2/s2

maintainer-run

02505007501,000

Score in RMSE m2/s2, year 2022, 240x121 grid, Z500 day 5

Lower is better for this unit.

233.1 RMSE m2/s2

maintainer-run2Tianji

250.3 RMSE m2/s2

maintainer-run3

262.8 RMSE m2/s2

maintainer-run4

264.7 RMSE m2/s2

maintainer-run5

270.2 RMSE m2/s2

maintainer-run6

278.4 RMSE m2/s2

maintainer-run7

304.4 RMSE m2/s2

maintainer-run8

306.2 RMSE m2/s2

maintainer-run

02505007501,000

Score in RMSE m2/s2, year 2022, 240x121 grid, Z500 day 10

Lower is better for this unit.

583.1 RMSE m2/s2

maintainer-run2Tianji

599.4 RMSE m2/s2

maintainer-run3

607.5 RMSE m2/s2

maintainer-run4

621.9 RMSE m2/s2

maintainer-run5

668.4 RMSE m2/s2

maintainer-run6

747.6 RMSE m2/s2

maintainer-run7

799.8 RMSE m2/s2

maintainer-run8

809 RMSE m2/s2

maintainer-run

02505007501,000

Score in RMSE K, year 2022, 240x121 grid, T850 day 5

Lower is better for this unit.

1.348 RMSE K

maintainer-run2Tianji

1.424 RMSE K

maintainer-run3

1.477 RMSE K

maintainer-run4

1.501 RMSE K

maintainer-run5

1.555 RMSE K

maintainer-run6

1.603 RMSE K

maintainer-run7

1.766 RMSE K

maintainer-run8

1.841 RMSE K

maintainer-run

01234

Score in RMSE K, year 2022, 240x121 grid, T850 day 10

Lower is better for this unit.

2.595 RMSE K

maintainer-run2Tianji

2.674 RMSE K

maintainer-run3

2.693 RMSE K

maintainer-run4

2.761 RMSE K

maintainer-run5

2.979 RMSE K

maintainer-run6

3.364 RMSE K

maintainer-run7

3.573 RMSE K

maintainer-run8