HV · 110 kV · 50 Hz · expected test sets: test + benchmark · cells: 433 done / 0 pending / 0 failed
Committed held_out split sizes (episode-level, family-pure): benchmark: 1101 · test: 1500 · train: 6999 · val: 1500 — files: src/evemtbench/splits/v1.0/held_out/double_line
17 buses/elements · 10 lines/transformers/switches · layout computed from aux overlay graph.pickle (benchmark/DoubleLine) · provenance in assets/manifest.json
| task | grid | baseline | headline | test | benchmark | params | fit/seed | trace |
|---|---|---|---|---|---|---|---|---|
| event_classification_global | double_line | majority | balanced_accuracy ↑ | 0.062 ± 0.000 (n=5) | 0.062 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | double_line | random_forest | balanced_accuracy ↑ | 0.568 ± 0.002 (n=5) | 0.220 ± 0.009 (n=5) | — | 1.3m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | double_line | mlp | balanced_accuracy ↑ | 0.536 ± 0.004 (n=5) | 0.573 ± 0.013 (n=5) | 12.0M | 9.7m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | double_line | gru | balanced_accuracy ↑ | 0.676 ± 0.014 (n=5) | 0.751 ± 0.042 (n=5) | 71k | 10.0m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | double_line | cnn | balanced_accuracy ↑ | 0.630 ± 0.033 (n=5) | 0.669 ± 0.063 (n=5) | 70k | 9.4m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | double_line | resnet | balanced_accuracy ↑ | 0.761 ± 0.006 (n=5) | 0.833 ± 0.016 (n=5) | 533k | 20.5m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | double_line | random_forest | balanced_accuracy ↑ | 0.804 ± 0.000 (n=5) | 0.947 ± 0.004 (n=5) | — | 1.8m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | double_line | mlp | balanced_accuracy ↑ | 0.786 ± 0.001 (n=5) | 0.984 ± 0.000 (n=5) | 12.0M | 8.9m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | double_line | gru | balanced_accuracy ↑ | 0.911 ± 0.012 (n=5) | 0.990 ± 0.003 (n=5) | 69k | 8.9m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | double_line | cnn | balanced_accuracy ↑ | 0.797 ± 0.007 (n=5) | 0.983 ± 0.000 (n=5) | 68k | 9.0m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | double_line | resnet | balanced_accuracy ↑ | 0.866 ± 0.033 (n=5) | 0.952 ± 0.111 (n=5) | 530k | 24.0m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | double_line | majority | balanced_accuracy ↑ | 0.333 ± 0.000 (n=5) | 0.333 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | double_line | random_forest | balanced_accuracy ↑ | 0.723 ± 0.001 (n=5) | 0.703 ± 0.008 (n=5) | — | 1.9m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | double_line | mlp | balanced_accuracy ↑ | 0.702 ± 0.001 (n=5) | 0.808 ± 0.000 (n=5) | 12.0M | 8.8m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | double_line | gru | balanced_accuracy ↑ | 0.743 ± 0.023 (n=5) | 0.833 ± 0.024 (n=5) | 69k | 8.9m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | double_line | cnn | balanced_accuracy ↑ | 0.695 ± 0.004 (n=5) | 0.798 ± 0.009 (n=5) | 68k | 8.9m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | double_line | resnet | balanced_accuracy ↑ | 0.777 ± 0.011 (n=5) | 0.870 ± 0.016 (n=5) | 530k | 19.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | double_line | random_forest | balanced_accuracy ↑ | 0.884 ± 0.004 (n=5) | 0.500 ± 0.000 (n=5) | — | 29s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | double_line | mlp | balanced_accuracy ↑ | 0.962 ± 0.001 (n=5) | 0.995 ± 0.001 (n=5) | 12.0M | 3.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | double_line | gru | balanced_accuracy ↑ | 0.965 ± 0.003 (n=5) | 0.998 ± 0.001 (n=5) | 69k | 2.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | double_line | cnn | balanced_accuracy ↑ | 0.960 ± 0.001 (n=5) | 0.995 ± 0.002 (n=5) | 68k | 1.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | double_line | resnet | balanced_accuracy ↑ | 0.958 ± 0.006 (n=5) | 0.996 ± 0.004 (n=5) | 530k | 3.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | double_line | random_forest | balanced_accuracy ↑ | 0.827 ± 0.007 (n=5) | 0.683 ± 0.094 (n=5) | — | 14s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | double_line | mlp | balanced_accuracy ↑ | 0.964 ± 0.000 (n=5) | 0.998 ± 0.001 (n=5) | 3.1M | 1.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | double_line | gru | balanced_accuracy ↑ | 0.967 ± 0.001 (n=5) | 1.000 ± 0.000 (n=5) | 55k | 1.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | double_line | cnn | balanced_accuracy ↑ | 0.964 ± 0.003 (n=5) | 0.999 ± 0.001 (n=5) | 52k | 1.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | double_line | resnet | balanced_accuracy ↑ | 0.965 ± 0.004 (n=5) | 0.999 ± 0.001 (n=5) | 509k | 5.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | double_line | random_forest | balanced_accuracy ↑ | 0.807 ± 0.005 (n=5) | 0.606 ± 0.192 (n=5) | — | 11s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | double_line | mlp | balanced_accuracy ↑ | 0.951 ± 0.001 (n=5) | 0.985 ± 0.001 (n=5) | 1.6M | 52s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | double_line | gru | balanced_accuracy ↑ | 0.959 ± 0.002 (n=5) | 0.992 ± 0.003 (n=5) | 53k | 1.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | double_line | cnn | balanced_accuracy ↑ | 0.963 ± 0.005 (n=5) | 0.994 ± 0.005 (n=5) | 49k | 1.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | double_line | resnet | balanced_accuracy ↑ | 0.966 ± 0.002 (n=5) | 0.998 ± 0.001 (n=5) | 506k | 7.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | double_line | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | double_line | random_forest | balanced_accuracy ↑ | 0.679 ± 0.003 (n=5) | 0.581 ± 0.004 (n=5) | — | 23s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | double_line | mlp | balanced_accuracy ↑ | 0.676 ± 0.007 (n=5) | 0.717 ± 0.002 (n=5) | 12.0M | 3.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | double_line | gru | balanced_accuracy ↑ | 0.669 ± 0.006 (n=5) | 0.709 ± 0.004 (n=5) | 70k | 1.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | double_line | cnn | balanced_accuracy ↑ | 0.675 ± 0.013 (n=5) | 0.709 ± 0.003 (n=5) | 68k | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | double_line | resnet | balanced_accuracy ↑ | 0.818 ± 0.087 (n=5) | 0.854 ± 0.097 (n=5) | 531k | 6.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | double_line | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | double_line | random_forest | balanced_accuracy ↑ | 0.661 ± 0.004 (n=5) | 0.555 ± 0.003 (n=5) | — | 13s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | double_line | mlp | balanced_accuracy ↑ | 0.704 ± 0.005 (n=5) | 0.716 ± 0.001 (n=5) | 3.1M | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | double_line | gru | balanced_accuracy ↑ | 0.697 ± 0.006 (n=5) | 0.719 ± 0.005 (n=5) | 56k | 2.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | double_line | cnn | balanced_accuracy ↑ | 0.792 ± 0.019 (n=5) | 0.811 ± 0.016 (n=5) | 52k | 2.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | double_line | resnet | balanced_accuracy ↑ | 0.863 ± 0.007 (n=5) | 0.873 ± 0.023 (n=5) | 510k | 6.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | double_line | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | double_line | random_forest | balanced_accuracy ↑ | 0.606 ± 0.005 (n=5) | 0.539 ± 0.002 (n=5) | — | 10s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | double_line | mlp | balanced_accuracy ↑ | 0.679 ± 0.004 (n=5) | 0.704 ± 0.001 (n=5) | 1.6M | 55s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | double_line | gru | balanced_accuracy ↑ | 0.679 ± 0.010 (n=5) | 0.710 ± 0.002 (n=5) | 53k | 1.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | double_line | cnn | balanced_accuracy ↑ | 0.795 ± 0.012 (n=5) | 0.812 ± 0.010 (n=5) | 50k | 2.0m | trace: output · eval-code · log · train-code · config |
| fault_classification_local | double_line | resnet | balanced_accuracy ↑ | 0.855 ± 0.007 (n=5) | 0.896 ± 0.045 (n=5) | 507k | 7.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config |
| fault_detection_global | double_line | random_forest | balanced_accuracy ↑ | 0.890 ± 0.001 (n=5) | 0.500 ± 0.000 (n=5) | — | 40s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | double_line | mlp | balanced_accuracy ↑ | 0.849 ± 0.001 (n=5) | 0.986 ± 0.000 (n=5) | 12.0M | 4.4m | trace: output · eval-code · log · train-code · config |
| fault_detection_global | double_line | gru | balanced_accuracy ↑ | 0.858 ± 0.021 (n=5) | 0.943 ± 0.114 (n=5) | 69k | 2.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | double_line | cnn | balanced_accuracy ↑ | 0.867 ± 0.017 (n=5) | 0.987 ± 0.001 (n=5) | 68k | 3.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | double_line | resnet | balanced_accuracy ↑ | 0.863 ± 0.016 (n=5) | 0.987 ± 0.001 (n=5) | 530k | 8.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | double_line | random_forest | balanced_accuracy ↑ | 0.884 ± 0.001 (n=5) | 0.500 ± 0.000 (n=5) | — | 21s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | double_line | mlp | balanced_accuracy ↑ | 0.854 ± 0.001 (n=5) | 0.987 ± 0.000 (n=5) | 3.1M | 1.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | double_line | gru | balanced_accuracy ↑ | 0.870 ± 0.004 (n=5) | 0.955 ± 0.089 (n=5) | 55k | 3.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | double_line | cnn | balanced_accuracy ↑ | 0.877 ± 0.011 (n=5) | 0.987 ± 0.001 (n=5) | 51k | 2.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | double_line | resnet | balanced_accuracy ↑ | 0.906 ± 0.051 (n=5) | 0.991 ± 0.008 (n=5) | 509k | 8.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | double_line | threshold | balanced_accuracy ↑ | 0.729 ± 0.000 (n=5) | 0.916 ± 0.000 (n=5) | — | 2s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | double_line | random_forest | balanced_accuracy ↑ | 0.881 ± 0.001 (n=5) | 0.499 ± 0.000 (n=5) | — | 16s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | double_line | mlp | balanced_accuracy ↑ | 0.850 ± 0.001 (n=5) | 0.981 ± 0.000 (n=5) | 1.6M | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | double_line | gru | balanced_accuracy ↑ | 0.864 ± 0.017 (n=5) | 0.984 ± 0.004 (n=5) | 52k | 2.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | double_line | cnn | balanced_accuracy ↑ | 0.872 ± 0.014 (n=5) | 0.987 ± 0.001 (n=5) | 49k | 2.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | double_line | resnet | balanced_accuracy ↑ | 0.883 ± 0.030 (n=5) | 0.989 ± 0.008 (n=5) | 506k | 7.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | double_line | random_forest | balanced_accuracy ↑ | 0.955 ± 0.000 (n=5) | 0.653 ± 0.007 (n=5) | — | 21s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | double_line | mlp | balanced_accuracy ↑ | 0.969 ± 0.000 (n=5) | 0.998 ± 0.001 (n=5) | 12.0M | 3.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | double_line | gru | balanced_accuracy ↑ | 0.970 ± 0.000 (n=5) | 0.999 ± 0.001 (n=5) | 69k | 2.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | double_line | cnn | balanced_accuracy ↑ | 0.971 ± 0.000 (n=5) | 1.000 ± 0.001 (n=5) | 68k | 3.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | double_line | resnet | balanced_accuracy ↑ | 0.970 ± 0.000 (n=5) | 0.999 ± 0.001 (n=5) | 530k | 6.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | double_line | random_forest | balanced_accuracy ↑ | 0.940 ± 0.001 (n=5) | 0.686 ± 0.009 (n=5) | — | 11s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | double_line | mlp | balanced_accuracy ↑ | 0.970 ± 0.000 (n=5) | 0.996 ± 0.000 (n=5) | 3.1M | 1.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | double_line | gru | balanced_accuracy ↑ | 0.970 ± 0.001 (n=5) | 0.998 ± 0.000 (n=5) | 55k | 1.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | double_line | cnn | balanced_accuracy ↑ | 0.970 ± 0.000 (n=5) | 1.000 ± 0.000 (n=5) | 51k | 2.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | double_line | resnet | balanced_accuracy ↑ | 0.971 ± 0.000 (n=5) | 1.000 ± 0.000 (n=5) | 509k | 7.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | double_line | random_forest | balanced_accuracy ↑ | 0.922 ± 0.002 (n=5) | 0.678 ± 0.005 (n=5) | — | 9s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | double_line | mlp | balanced_accuracy ↑ | 0.968 ± 0.000 (n=5) | 0.991 ± 0.001 (n=5) | 1.6M | 1.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | double_line | gru | balanced_accuracy ↑ | 0.967 ± 0.003 (n=5) | 0.992 ± 0.004 (n=5) | 52k | 1.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | double_line | cnn | balanced_accuracy ↑ | 0.970 ± 0.001 (n=5) | 0.998 ± 0.002 (n=5) | 49k | 2.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | double_line | resnet | balanced_accuracy ↑ | 0.970 ± 0.002 (n=5) | 0.997 ± 0.004 (n=5) | 506k | 5.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | double_line | majority | mae ↓ | 24.416 ± 0.000 (n=5) | 31.094 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | double_line | random_forest | mae ↓ | 19.776 ± 0.039 (n=5) | 17.824 ± 0.092 (n=5) | — | 4.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | double_line | mlp | mae ↓ | 16.338 ± 0.125 (n=5) | 6.296 ± 0.269 (n=5) | 12.0M | 3.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | double_line | gru | mae ↓ | 15.869 ± 0.359 (n=5) | 5.102 ± 0.715 (n=5) | 68k | 1.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | double_line | cnn | mae ↓ | 17.771 ± 0.093 (n=5) | 10.106 ± 0.327 (n=5) | 67k | 1.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | double_line | resnet | mae ↓ | 17.445 ± 0.256 (n=5) | 8.267 ± 1.416 (n=5) | 530k | 3.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | double_line | majority | mae ↓ | 24.416 ± 0.000 (n=5) | 31.094 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | double_line | random_forest | mae ↓ | 19.120 ± 0.036 (n=5) | 14.992 ± 0.059 (n=5) | — | 1.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | double_line | mlp | mae ↓ | 16.095 ± 0.030 (n=5) | 5.179 ± 0.243 (n=5) | 3.1M | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | double_line | gru | mae ↓ | 16.546 ± 0.127 (n=5) | 6.248 ± 0.522 (n=5) | 55k | 46s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | double_line | cnn | mae ↓ | 17.841 ± 0.524 (n=5) | 10.421 ± 1.154 (n=5) | 51k | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | double_line | resnet | mae ↓ | 17.199 ± 0.263 (n=5) | 8.809 ± 1.116 (n=5) | 509k | 3.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | double_line | majority | mae ↓ | 24.416 ± 0.000 (n=5) | 31.094 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | double_line | random_forest | mae ↓ | 22.441 ± 0.079 (n=5) | 26.961 ± 0.054 (n=5) | — | 36s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | double_line | mlp | mae ↓ | 19.690 ± 0.037 (n=5) | 15.204 ± 0.163 (n=5) | 1.6M | 55s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | double_line | gru | mae ↓ | 18.600 ± 0.213 (n=5) | 11.695 ± 0.530 (n=5) | 52k | 1.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | double_line | cnn | mae ↓ | 19.303 ± 0.179 (n=5) | 15.649 ± 0.432 (n=5) | 49k | 1.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | double_line | resnet | mae ↓ | 19.357 ± 0.459 (n=5) | 15.434 ± 1.558 (n=5) | 506k | 3.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | double_line | random_forest | balanced_accuracy ↑ | 0.842 ± 0.002 (n=5) | 0.917 ± 0.003 (n=5) | — | 26s | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | double_line | mlp | balanced_accuracy ↑ | 0.865 ± 0.003 (n=5) | 0.990 ± 0.005 (n=5) | 12.0M | 3.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | double_line | gru | balanced_accuracy ↑ | 0.863 ± 0.007 (n=5) | 0.969 ± 0.017 (n=5) | 69k | 2.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | double_line | cnn | balanced_accuracy ↑ | 0.867 ± 0.010 (n=5) | 0.976 ± 0.019 (n=5) | 68k | 2.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | double_line | resnet | balanced_accuracy ↑ | 0.881 ± 0.012 (n=5) | 0.975 ± 0.020 (n=5) | 530k | 6.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | double_line | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | double_line | random_forest | balanced_accuracy ↑ | 0.839 ± 0.002 (n=5) | 0.961 ± 0.005 (n=5) | — | 22s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | double_line | mlp | balanced_accuracy ↑ | 0.852 ± 0.003 (n=5) | 0.983 ± 0.001 (n=5) | 12.0M | 8.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | double_line | gru | balanced_accuracy ↑ | 0.857 ± 0.015 (n=5) | 0.982 ± 0.001 (n=5) | 69k | 2.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | double_line | cnn | balanced_accuracy ↑ | 0.865 ± 0.003 (n=5) | 0.984 ± 0.002 (n=5) | 68k | 3.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | double_line | resnet | balanced_accuracy ↑ | 0.878 ± 0.034 (n=5) | 0.988 ± 0.011 (n=5) | 531k | 5.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | double_line | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | double_line | random_forest | balanced_accuracy ↑ | 0.828 ± 0.003 (n=5) | 0.961 ± 0.001 (n=5) | — | 12s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | double_line | mlp | balanced_accuracy ↑ | 0.849 ± 0.002 (n=5) | 0.983 ± 0.001 (n=5) | 3.1M | 1.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | double_line | gru | balanced_accuracy ↑ | 0.865 ± 0.034 (n=5) | 0.983 ± 0.002 (n=5) | 55k | 2.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | double_line | cnn | balanced_accuracy ↑ | 0.878 ± 0.002 (n=5) | 0.986 ± 0.001 (n=5) | 52k | 2.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | double_line | resnet | balanced_accuracy ↑ | 0.894 ± 0.026 (n=5) | 0.991 ± 0.007 (n=5) | 510k | 10.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | double_line | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | double_line | random_forest | balanced_accuracy ↑ | 0.799 ± 0.002 (n=5) | 0.919 ± 0.002 (n=5) | — | 10s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | double_line | mlp | balanced_accuracy ↑ | 0.850 ± 0.005 (n=5) | 0.979 ± 0.001 (n=5) | 1.6M | 56s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | double_line | gru | balanced_accuracy ↑ | 0.851 ± 0.012 (n=5) | 0.975 ± 0.002 (n=5) | 53k | 2.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | double_line | cnn | balanced_accuracy ↑ | 0.881 ± 0.003 (n=5) | 0.984 ± 0.002 (n=5) | 49k | 1.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | double_line | resnet | balanced_accuracy ↑ | 0.897 ± 0.029 (n=5) | 0.990 ± 0.009 (n=5) | 506k | 6.8m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | double_line | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | double_line | random_forest | balanced_accuracy ↑ | 0.721 ± 0.001 (n=5) | 0.630 ± 0.016 (n=5) | — | 1.5m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | double_line | mlp | balanced_accuracy ↑ | 0.701 ± 0.000 (n=5) | 0.730 ± 0.002 (n=5) | 12.0M | 10.3m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | double_line | gru | balanced_accuracy ↑ | 0.769 ± 0.029 (n=5) | 0.826 ± 0.032 (n=5) | 69k | 9.3m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | double_line | cnn | balanced_accuracy ↑ | 0.729 ± 0.025 (n=5) | 0.816 ± 0.017 (n=5) | 68k | 10.6m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | double_line | resnet | balanced_accuracy ↑ | 0.780 ± 0.004 (n=5) | 0.808 ± 0.017 (n=5) | 530k | 26.4m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | double_line | majority | balanced_accuracy ↑ | 0.250 ± 0.000 (n=5) | 0.250 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | double_line | random_forest | balanced_accuracy ↑ | 0.729 ± 0.002 (n=5) | 0.304 ± 0.000 (n=5) | — | 19s | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | double_line | mlp | balanced_accuracy ↑ | 0.705 ± 0.009 (n=5) | 0.732 ± 0.011 (n=5) | 12.0M | 4.5m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | double_line | gru | balanced_accuracy ↑ | 0.696 ± 0.014 (n=5) | 0.720 ± 0.012 (n=5) | 69k | 2.1m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | double_line | cnn | balanced_accuracy ↑ | 0.710 ± 0.006 (n=5) | 0.678 ± 0.036 (n=5) | 68k | 3.9m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | double_line | resnet | balanced_accuracy ↑ | 0.791 ± 0.050 (n=5) | 0.738 ± 0.007 (n=5) | 531k | 7.2m | trace: output · eval-code · log · train-code · config · W&B |