Datasets:
source_dataset large_string | source_repo large_string | source_revision large_string | source_url large_string | source_license large_string | drift_profile large_string | benchmark_role large_string | stream_index int64 | batch_id int64 | observation_tick int64 | within_tick_index int64 | forced_observation bool | observation_policy large_string | observation_batch_size int64 | n_features int64 | feature_names_json large_string | label int64 | label_name large_string | target_metric large_string | target_threshold float64 | feature_00 float64 | feature_01 float64 | feature_02 float64 | feature_03 float64 | feature_04 float64 | feature_05 float64 | feature_06 float64 | feature_07 float64 | feature_08 float64 | feature_09 float64 | feature_10 float64 | feature_11 float64 | feature_12 float64 | feature_13 float64 | feature_14 float64 | feature_15 float64 | feature_16 float64 | feature_17 float64 | feature_18 float64 | feature_19 float64 | feature_20 float64 | feature_21 float64 | feature_22 float64 | feature_23 float64 | feature_24 float64 | feature_25 float64 | feature_26 float64 | feature_27 float64 | feature_28 float64 | feature_29 float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 0 | 0 | 0 | 0 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0 | 0.056443 | 0.439155 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 1 | 0 | 0 | 1 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.021277 | 0.051699 | 0.415055 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 2 | 0 | 0 | 2 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.042553 | 0.051489 | 0.385004 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 3 | 0 | 0 | 3 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.06383 | 0.045485 | 0.314639 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 4 | 0 | 0 | 4 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.085106 | 0.042482 | 0.251116 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 5 | 0 | 0 | 5 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.106383 | 0.041161 | 0.207528 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 6 | 0 | 0 | 6 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.12766 | 0.041161 | 0.171824 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 7 | 0 | 0 | 7 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.148936 | 0.041161 | 0.152782 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 8 | 0 | 0 | 8 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.170213 | 0.041161 | 0.13493 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 9 | 0 | 0 | 9 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.191489 | 0.041161 | 0.140583 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 10 | 0 | 0 | 10 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.212766 | 0.044374 | 0.168997 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 11 | 0 | 0 | 11 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.234043 | 0.049868 | 0.212437 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 12 | 0 | 0 | 12 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.255319 | 0.051489 | 0.298721 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 13 | 0 | 0 | 13 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.276596 | 0.042482 | 0.39036 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 14 | 0 | 0 | 14 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.297872 | 0.040861 | 0.402261 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 15 | 0 | 0 | 15 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.319149 | 0.040711 | 0.462214 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 16 | 0 | 0 | 16 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.340426 | 0.040861 | 0.488248 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 17 | 0 | 0 | 17 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.361702 | 0.040711 | 0.493306 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 18 | 0 | 0 | 18 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.382979 | 0.041041 | 0.53258 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 19 | 0 | 0 | 19 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.404255 | 0.041161 | 0.546415 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 20 | 0 | 0 | 20 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.425532 | 0.044374 | 0.53496 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 21 | 0 | 0 | 21 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.446809 | 0.044374 | 0.51681 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 22 | 0 | 0 | 22 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.468085 | 0.044374 | 0.513984 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 23 | 0 | 0 | 23 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.489362 | 0.045485 | 0.513835 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 24 | 0 | 0 | 24 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.510638 | 0.044374 | 0.505356 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 25 | 0 | 0 | 25 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.531915 | 0.044374 | 0.497917 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 26 | 0 | 0 | 26 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.553191 | 0.042482 | 0.499554 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 27 | 0 | 0 | 27 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.574468 | 0.044374 | 0.491669 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 28 | 0 | 0 | 28 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.595745 | 0.044374 | 0.489735 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 29 | 0 | 0 | 29 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.617021 | 0.042482 | 0.47709 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 30 | 0 | 0 | 30 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.638298 | 0.040861 | 0.466825 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 31 | 0 | 0 | 31 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.659574 | 0.041161 | 0.478132 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 32 | 0 | 0 | 32 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.680851 | 0.041161 | 0.484975 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 33 | 0 | 0 | 33 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.702128 | 0.041161 | 0.503124 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 34 | 0 | 0 | 34 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.723404 | 0.042482 | 0.55296 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 35 | 0 | 0 | 35 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.744681 | 0.044374 | 0.612318 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 36 | 0 | 0 | 36 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.765957 | 0.041041 | 0.587623 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 37 | 0 | 0 | 37 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.787234 | 0.040711 | 0.546861 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 38 | 0 | 0 | 38 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.808511 | 0.040711 | 0.497025 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 39 | 0 | 0 | 39 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.829787 | 0.040861 | 0.470693 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 40 | 0 | 0 | 40 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.851064 | 0.041041 | 0.446296 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 41 | 0 | 0 | 41 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.87234 | 0.042482 | 0.412229 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 42 | 0 | 0 | 42 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0 | 2 | 0.893617 | 0.041161 | 0.368789 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 43 | 0 | 0 | 43 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.914894 | 0.051489 | 0.34573 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 44 | 0 | 0 | 44 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.93617 | 0.056443 | 0.40479 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 45 | 0 | 0 | 45 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.957447 | 0.054642 | 0.42889 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 46 | 0 | 0 | 46 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 0.978723 | 0.059235 | 0.445254 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 47 | 0 | 0 | 47 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0 | 2 | 1 | 0.054642 | 0.44094 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 48 | 1 | 1 | 0 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 0 | 0.059235 | 0.442874 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 49 | 1 | 1 | 1 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 0.021277 | 0.056443 | 0.41089 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 50 | 1 | 1 | 2 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 0.042553 | 0.051489 | 0.378905 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 51 | 1 | 1 | 3 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.06383 | 0.044374 | 0.316721 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 52 | 1 | 1 | 4 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.085106 | 0.041041 | 0.257959 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 53 | 1 | 1 | 5 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.106383 | 0.041161 | 0.214073 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 54 | 1 | 1 | 6 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.12766 | 0.041161 | 0.178816 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 55 | 1 | 1 | 7 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.148936 | 0.040951 | 0.151889 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 56 | 1 | 1 | 8 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.170213 | 0.041011 | 0.1385 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 57 | 1 | 1 | 9 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.191489 | 0.041041 | 0.142071 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 58 | 1 | 1 | 10 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.212766 | 0.042482 | 0.171675 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 59 | 1 | 1 | 11 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 0.234043 | 0.051489 | 0.214519 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 60 | 1 | 1 | 12 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 0.255319 | 0.051489 | 0.30244 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 61 | 1 | 1 | 13 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 0.276596 | 0.051489 | 0.393038 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 62 | 1 | 1 | 14 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.297872 | 0.040861 | 0.395567 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 63 | 1 | 1 | 15 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.319149 | 0.040861 | 0.456561 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 64 | 1 | 1 | 16 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.340426 | 0.040861 | 0.487504 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 65 | 1 | 1 | 17 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.361702 | 0.040861 | 0.488991 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 66 | 1 | 1 | 18 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.382979 | 0.041041 | 0.52886 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 67 | 1 | 1 | 19 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.404255 | 0.041041 | 0.533323 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 68 | 1 | 1 | 20 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.425532 | 0.041041 | 0.519935 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 69 | 1 | 1 | 21 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.446809 | 0.042362 | 0.502529 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 70 | 1 | 1 | 22 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.468085 | 0.042482 | 0.491818 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 71 | 1 | 1 | 23 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.489362 | 0.044374 | 0.486909 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 72 | 1 | 1 | 24 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.510638 | 0.044374 | 0.480363 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 73 | 1 | 1 | 25 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.531915 | 0.042482 | 0.477388 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 74 | 1 | 1 | 26 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.553191 | 0.042482 | 0.477388 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 75 | 1 | 1 | 27 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.574468 | 0.042482 | 0.47114 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 76 | 1 | 1 | 28 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.595745 | 0.041041 | 0.462065 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 77 | 1 | 1 | 29 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.617021 | 0.040861 | 0.445403 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 78 | 1 | 1 | 30 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.638298 | 0.040861 | 0.442428 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 79 | 1 | 1 | 31 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.659574 | 0.040861 | 0.450759 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 80 | 1 | 1 | 32 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.680851 | 0.040861 | 0.455965 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 81 | 1 | 1 | 33 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.702128 | 0.040861 | 0.484677 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 82 | 1 | 1 | 34 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.723404 | 0.041041 | 0.53377 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 83 | 1 | 1 | 35 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.744681 | 0.041041 | 0.604136 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 84 | 1 | 1 | 36 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.765957 | 0.040861 | 0.587028 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 85 | 1 | 1 | 37 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.787234 | 0.040711 | 0.552812 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 86 | 1 | 1 | 38 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.808511 | 0.040711 | 0.51086 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 87 | 1 | 1 | 39 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.829787 | 0.040861 | 0.480065 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 88 | 1 | 1 | 40 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.851064 | 0.041041 | 0.452246 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 89 | 1 | 1 | 41 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.87234 | 0.041041 | 0.431568 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 90 | 1 | 1 | 42 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.893617 | 0.041041 | 0.3856 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 91 | 1 | 1 | 43 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000044 | 3 | 0.914894 | 0.041041 | 0.350342 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 92 | 1 | 1 | 44 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 0.93617 | 0.056443 | 0.409104 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 93 | 1 | 1 | 45 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 0.957447 | 0.055362 | 0.435138 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 94 | 1 | 1 | 46 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 0.978723 | 0.059235 | 0.456412 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 95 | 1 | 1 | 47 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000044 | 3 | 1 | 0.054642 | 0.449866 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 96 | 2 | 2 | 0 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000088 | 4 | 0 | 0.054642 | 0.44823 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 97 | 2 | 2 | 1 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000088 | 4 | 0.021277 | 0.054642 | 0.429485 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 98 | 2 | 2 | 2 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 1 | UP | accuracy | 0.8 | 0.000088 | 4 | 0.042553 | 0.051489 | 0.399286 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
electricity | mstz/electricity | 5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9 | https://huggingface.co/datasets/mstz/electricity | cc | gradual_covariate_shift | gradual drift baseline | 99 | 2 | 2 | 3 | true | forced_periodic | 48 | 8 | ["date", "day", "period", "nswprice", "nswdemand", "vicprice", "vicdemand", "transfer"] | 0 | DOWN | accuracy | 0.8 | 0.000088 | 4 | 0.06383 | 0.041041 | 0.331449 | 0.003467 | 0.422915 | 0.414912 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
End of preview. Expand in Data Studio
OperationBench Toy Drift Streams
This dataset is a processed toy data stream bundle for OperationBench. It is designed for agentic concept-drift experiments where the environment emits a forced periodic observation packet at every tick.
Splits
train: unified row-level stream table.
Source Streams
| source_dataset | role | rows |
|---|---|---|
| electricity | gradual drift baseline | 45312 |
| noaa_weather | recurring drift baseline | 18159 |
| credit_card_fraud | abrupt and label-shift stress test | 284807 |
Schema
All sources are represented with a shared schema:
source_dataset,source_repo,source_revision,source_url,source_licensedrift_profile,benchmark_rolestream_index,batch_id,observation_tick,within_tick_indexforced_observation,observation_policy,observation_batch_sizen_features,feature_names_jsonlabel,label_nametarget_metric,target_thresholdfeature_00...feature_29
Unused feature columns are null for sources with fewer than 30 features.
Source Notes
- Electricity uses
mstz/electricityat revision5f26b8dd2ecdd56f56694fe4f260a1adaa6d77a9. - Credit card fraud uses
David-Egea/Creditcard-fraud-detectionat revision90cdcb82de30f04d084599dc37fa054776862e8e. - NOAA Weather uses the Rowan Learn++.NSE supplementary weather zip. The local
source archive SHA256 is
6ba185c0ec3db485ad33d33d1a508cae8be97af38777bc73948c0ce5ea83926d.
Important Limitations
- Electricity is useful as a gradual-drift stream, but prior work has criticized label dependency and shortcut behavior in this dataset. High accuracy should not be overinterpreted as strong drift adaptation.
- Credit card fraud is extremely imbalanced. Accuracy is not a useful target; OperationBench should use F1, recall, precision, or PR-AUC style metrics.
- NOAA Weather is recurring/seasonal but this processed supplementary copy does not provide a modern explicit redistribution license. Treat it as a research benchmark asset and verify redistribution requirements before broader release.
Processing
Generated by:
uv run --no-editable operationbench data prepare-toy-drift
uv run --no-editable operationbench data upload-toy-drift
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