# Benchmark 
| Detector     | Dataset   | Key                                            |   Size(#) |   Time(s) |   Point_Precision |   Point_Recall |   Point_Fbeta |   Series_Precision |   Series_Recall |   Series_Fbeta |   Numenta_Precision |   Numenta_Recall |   Numenta_Fbeta |
|:-------------|:----------|:-----------------------------------------------|----------:|----------:|------------------:|---------------:|--------------:|-------------------:|----------------:|---------------:|--------------------:|-----------------:|----------------:|
| SpotDetector | GAIA      | linear_data_4_from2018-12-19to2019-01-31_8313  |     12672 |     0.452 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_42_from2018-12-19to2019-01-31_8153 |     12672 |     0.42  |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_7_from2018-12-19to2019-01-31_8300  |     12672 |     0.448 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_11_from2018-12-19to2019-01-31_8164 |     12672 |     0.441 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_32_from2018-12-19to2019-01-31_8151 |     12672 |     0.502 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_25_from2018-12-19to2019-01-31_8412 |     12672 |     0.451 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_4_from2018-12-19to2019-01-31_8313  |     12672 |     0.694 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_42_from2018-12-19to2019-01-31_8153 |     12672 |     0.958 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_7_from2018-12-19to2019-01-31_8300  |     12672 |     0.705 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_11_from2018-12-19to2019-01-31_8164 |     12672 |     0.499 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_32_from2018-12-19to2019-01-31_8151 |     12672 |     0.498 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_25_from2018-12-19to2019-01-31_8412 |     12672 |     0.415 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_8_from2018-12-19to2019-01-31_8329  |     12672 |     0.999 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_57_from2018-12-19to2019-01-31_8268 |     12672 |     0.383 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_41_from2018-12-19to2019-01-31_8386 |     12672 |     0.378 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_29_from2018-12-19to2019-01-31_8410 |     12672 |     0.486 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_54_from2018-12-19to2019-01-31_8319 |     12672 |     0.385 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_12_from2018-12-19to2019-01-31_8372 |     12672 |     0.408 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_26_from2018-12-19to2019-01-31_8348 |     12672 |     0.443 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_31_from2018-12-19to2019-01-31_8192 |     12672 |     0.627 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_58_from2018-12-19to2019-01-31_8334 |     12672 |     0.434 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_30_from2018-12-19to2019-01-31_8376 |     12672 |     0.456 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_20_from2018-12-19to2019-01-31_8210 |     12672 |     0.44  |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_43_from2019-11-16to2019-12-16_2584 |      8640 |     0.492 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_48_from2018-12-19to2019-01-31_8425 |     12672 |     0.449 |             0     |          0     |         0     |               0    |           0     |          0     |               0     |            0     |           0     |
| SpotDetector | GAIA      | linear_data_51_from2018-12-19to2019-01-31_8286 |     12672 |     0.517 |             0.667 |          0.018 |         0.034 |               0.75 |           0.007 |          0.015 |               0.667 |            0.015 |           0.029 |
| SpotDetector | GAIA      | linear_data_2_from2018-12-19to2019-01-31_8304  |     12672 |     0.405 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_17_from2018-12-19to2019-01-31_8159 |     12672 |     0.356 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_13_from2019-11-16to2019-12-16_1646 |      8640 |     0.301 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_18_from2018-12-19to2019-01-31_8167 |     12672 |     0.374 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_34_from2018-12-19to2019-01-31_8385 |     12672 |     0.38  |             0     |          0     |         0     |               0    |           0     |          0     |               0     |            0     |           0     |
| SpotDetector | GAIA      | linear_data_47_from2019-01-01to2019-01-31_7946 |      8806 |     2.758 |             0.2   |          0.009 |         0.018 |               0.2  |           0.019 |          0.034 |               0.2   |            0.019 |           0.034 |
| SpotDetector | GAIA      | linear_data_37_from2018-12-19to2019-01-31_8378 |     12672 |     1.063 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_1_from2019-01-01to2019-01-31_7861  |      8806 |     1.67  |             0.5   |          0.018 |         0.034 |               0.5  |           0.028 |          0.053 |               0.5   |            0.056 |           0.1   |
| SpotDetector | GAIA      | linear_data_23_from2018-12-19to2019-01-31_8199 |     12672 |     0.56  |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_52_from2019-01-01to2019-01-31_8145 |      8806 |     0.349 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_44_from2018-12-19to2019-01-31_8396 |     12672 |     0.588 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_38_from2018-12-19to2019-01-31_8224 |     12672 |     0.44  |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_14_from2018-12-19to2019-01-31_8213 |     12672 |     0.401 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_33_from2018-12-19to2019-01-31_8232 |     12672 |     0.499 |             0     |          0     |         0     |               0    |           0     |          0     |               0     |            0     |           0     |
| SpotDetector | GAIA      | linear_data_9_from2018-12-19to2019-01-31_8315  |     12672 |     0.486 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_56_from2019-01-01to2019-01-31_8146 |      8807 |     0.243 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_6_from2018-12-19to2019-01-31_8263  |     12672 |     0.495 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_24_from2018-12-19to2019-01-31_8360 |     12672 |     0.341 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_10_from2018-12-19to2019-01-31_8158 |     12672 |     0.335 |             0     |          0     |         0     |               0    |           0     |          0     |               0     |            0     |           0     |
| SpotDetector | GAIA      | linear_data_40_from2018-12-19to2019-01-31_8219 |     12672 |     0.388 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_28_from2018-12-19to2019-01-31_8163 |     12672 |     0.454 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_55_from2018-12-19to2019-01-31_8332 |     12672 |     0.362 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_5_from2018-12-19to2019-01-31_8277  |     12672 |     0.407 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_27_from2018-12-19to2019-01-31_8177 |     12672 |     0.383 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_21_from2018-12-19to2019-01-31_8172 |     12672 |     0.392 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_3_from2018-12-19to2019-01-31_8273  |     12672 |     0.403 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_35_from2018-12-19to2019-01-31_8185 |     12672 |     0.367 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_19_from2018-12-19to2019-01-31_8417 |     12672 |     0.556 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_16_from2018-12-19to2019-01-31_8373 |     12672 |     0.353 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_46_from2018-12-19to2019-01-31_8354 |     12672 |     0.343 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_50_from2018-12-19to2019-01-31_8318 |     12672 |     0.423 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_49_from2018-12-19to2019-01-31_8380 |     12672 |     0.923 |             0.667 |          0.016 |         0.031 |               0.75 |           0.007 |          0.015 |               0.667 |            0.015 |           0.029 |
| SpotDetector | GAIA      | linear_data_22_from2018-12-19to2019-01-31_8166 |     12672 |     0.38  |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_36_from2018-12-19to2019-01-31_8387 |     12672 |     0.383 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_0_from2018-12-19to2019-01-31_8339  |     12672 |     0.352 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_15_from2018-12-19to2019-01-31_8367 |     12672 |     0.65  |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_53_from2018-12-19to2019-01-31_8331 |     12672 |     0.394 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_39_from2018-12-19to2019-01-31_8225 |     12672 |     0.502 |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |
| SpotDetector | GAIA      | linear_data_45_from2018-12-19to2019-01-31_8221 |     12672 |     0.35  |             1     |          1     |         1     |               1    |           1     |          1     |               1     |            1     |           1     |