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Papers Benchmarks Datasets Tasks

Photovoltaic power forecasting research benchmarks · SOTA2 Research

Photovoltaic power forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PVPF Task 1 (DQH-336)

96.035MAE

14

Apr 16, 2026

PVPF Task 1 (DQH-168)

100.508MAE

14

Apr 16, 2026

PVPF Task 1 (DQH-72)

105.084MAE

14

Apr 16, 2026

PVPF Task 1 (DQH-48)

102.869MAE

14

Apr 16, 2026

PVPF Task 1 (DQH-24)

94.887MAE

14

Apr 16, 2026

PVPF Task 1 (DQH-12)

89.865MAE

14

Apr 16, 2026

PVPF Task 2 (DQH-336 One Month) v1 (test)

58.525MAE

14

Apr 16, 2026

PVPF Task 2 DQH-168 One Week v1 (test)

51.118MAE

14

Apr 16, 2026

PVPF Task 2 (DQH-72 Three Days) v1 (test)

50.109MAE

14

Apr 16, 2026

PVPF Task 2 (DQH-48 Two Days) v1 (test)

51.582MAE

14

Apr 16, 2026

PVPF Task 2 (DQH-24 One Day) v1 (test)

54.607MAE

14

Apr 16, 2026

PVPF Task 2 DQH-12 Half Day v1 (test)

57.405MAE

14

Apr 16, 2026

Cloud-only (CO)

4.09nMAE

9

Mar 25, 2026

risk-aware cloud-edge collaborative framework

3.08nMAE

9

Mar 25, 2026

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PVPF Shanxi Hunan

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