MV · 20 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: 4509 · test: 1486 · train: 6934 · val: 1486 — files: src/evemtbench/splits/v1.0/held_out/cigre_mv
31 buses/elements · 24 lines/transformers/switches · layout computed from aux overlay graph.pickle (benchmark/CigreMVGrid) · provenance in assets/manifest.json
| task | grid | baseline | headline | test | benchmark | params | fit/seed | trace |
|---|---|---|---|---|---|---|---|---|
| event_classification_global | cigre_mv | majority | balanced_accuracy ↑ | 0.045 ± 0.000 (n=5) | 0.045 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | cigre_mv | random_forest | balanced_accuracy ↑ | 0.455 ± 0.005 (n=5) | 0.520 ± 0.006 (n=5) | — | 6.1m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.521 ± 0.002 (n=5) | 0.542 ± 0.006 (n=5) | 42.9M | 43.0m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | cigre_mv | gru | balanced_accuracy ↑ | 0.640 ± 0.009 (n=5) | 0.698 ± 0.031 (n=5) | 120k | 40.6m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.632 ± 0.011 (n=5) | 0.702 ± 0.011 (n=5) | 127k | 37.9m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.613 ± 0.091 (n=5) | 0.670 ± 0.092 (n=5) | 605k | 15.6m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.810 ± 0.000 (n=5) | 0.984 ± 0.000 (n=5) | — | 7.9m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.748 ± 0.002 (n=5) | 0.957 ± 0.000 (n=5) | 42.9M | 36.5m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | cigre_mv | gru | balanced_accuracy ↑ | 0.785 ± 0.083 (n=5) | 0.966 ± 0.015 (n=5) | 117k | 38.3m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.752 ± 0.015 (n=5) | 0.966 ± 0.006 (n=5) | 124k | 36.8m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.884 ± 0.019 (n=5) | 0.989 ± 0.007 (n=5) | 602k | 36.9m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.724 ± 0.001 (n=5) | 0.866 ± 0.002 (n=5) | — | 7.8m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.659 ± 0.001 (n=5) | 0.798 ± 0.002 (n=5) | 42.9M | 38.6m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | cigre_mv | gru | balanced_accuracy ↑ | 0.740 ± 0.030 (n=5) | 0.848 ± 0.025 (n=5) | 117k | 39.2m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.733 ± 0.027 (n=5) | 0.865 ± 0.024 (n=5) | 124k | 38.5m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.696 ± 0.111 (n=5) | 0.845 ± 0.069 (n=5) | 603k | 20.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | cigre_mv | 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 |
| fault_category_global | cigre_mv | random_forest | balanced_accuracy ↑ | 0.569 ± 0.007 (n=5) | 0.665 ± 0.001 (n=5) | — | 59s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.634 ± 0.009 (n=5) | 0.668 ± 0.043 (n=5) | 42.9M | 10.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | cigre_mv | gru | balanced_accuracy ↑ | 0.638 ± 0.024 (n=5) | 0.674 ± 0.032 (n=5) | 117k | 5.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.654 ± 0.022 (n=5) | 0.656 ± 0.007 (n=5) | 124k | 5.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.635 ± 0.017 (n=5) | 0.657 ± 0.003 (n=5) | 603k | 6.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | cigre_mv | 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 |
| fault_category_line | cigre_mv | random_forest | balanced_accuracy ↑ | 0.595 ± 0.007 (n=5) | 0.643 ± 0.006 (n=5) | — | 12s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | cigre_mv | mlp | balanced_accuracy ↑ | 0.649 ± 0.003 (n=5) | 0.662 ± 0.001 (n=5) | 3.1M | 39s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | cigre_mv | gru | balanced_accuracy ↑ | 0.656 ± 0.015 (n=5) | 0.670 ± 0.012 (n=5) | 55k | 1.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | cigre_mv | cnn | balanced_accuracy ↑ | 0.670 ± 0.003 (n=5) | 0.673 ± 0.015 (n=5) | 52k | 1.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | cigre_mv | resnet | balanced_accuracy ↑ | 0.658 ± 0.027 (n=5) | 0.674 ± 0.032 (n=5) | 509k | 4.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | cigre_mv | 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 |
| fault_category_local | cigre_mv | random_forest | balanced_accuracy ↑ | 0.597 ± 0.005 (n=5) | 0.631 ± 0.009 (n=5) | — | 9s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | cigre_mv | mlp | balanced_accuracy ↑ | 0.636 ± 0.004 (n=5) | 0.655 ± 0.002 (n=5) | 1.6M | 32s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | cigre_mv | gru | balanced_accuracy ↑ | 0.646 ± 0.006 (n=5) | 0.664 ± 0.002 (n=5) | 53k | 1.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | cigre_mv | cnn | balanced_accuracy ↑ | 0.645 ± 0.016 (n=5) | 0.660 ± 0.004 (n=5) | 49k | 1.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | cigre_mv | resnet | balanced_accuracy ↑ | 0.651 ± 0.016 (n=5) | 0.680 ± 0.039 (n=5) | 506k | 5.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | cigre_mv | majority | balanced_accuracy ↑ | 0.111 ± 0.000 (n=5) | 0.111 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | cigre_mv | random_forest | balanced_accuracy ↑ | 0.524 ± 0.004 (n=5) | 0.548 ± 0.002 (n=5) | — | 57s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.523 ± 0.003 (n=5) | 0.542 ± 0.001 (n=5) | 42.9M | 9.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | cigre_mv | gru | balanced_accuracy ↑ | 0.517 ± 0.019 (n=5) | 0.540 ± 0.011 (n=5) | 118k | 5.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.510 ± 0.012 (n=5) | 0.534 ± 0.006 (n=5) | 125k | 4.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.520 ± 0.024 (n=5) | 0.548 ± 0.007 (n=5) | 603k | 5.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | cigre_mv | majority | balanced_accuracy ↑ | 0.111 ± 0.000 (n=5) | 0.111 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | cigre_mv | random_forest | balanced_accuracy ↑ | 0.500 ± 0.005 (n=5) | 0.531 ± 0.003 (n=5) | — | 12s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | cigre_mv | mlp | balanced_accuracy ↑ | 0.523 ± 0.002 (n=5) | 0.549 ± 0.002 (n=5) | 3.1M | 1.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | cigre_mv | gru | balanced_accuracy ↑ | 0.533 ± 0.009 (n=5) | 0.552 ± 0.005 (n=5) | 56k | 2.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | cigre_mv | cnn | balanced_accuracy ↑ | 0.576 ± 0.022 (n=5) | 0.589 ± 0.028 (n=5) | 52k | 2.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | cigre_mv | resnet | balanced_accuracy ↑ | 0.665 ± 0.010 (n=5) | 0.700 ± 0.010 (n=5) | 510k | 7.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | cigre_mv | majority | balanced_accuracy ↑ | 0.111 ± 0.000 (n=5) | 0.111 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | cigre_mv | random_forest | balanced_accuracy ↑ | 0.477 ± 0.005 (n=5) | 0.526 ± 0.004 (n=5) | — | 9s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | cigre_mv | mlp | balanced_accuracy ↑ | 0.527 ± 0.005 (n=5) | 0.546 ± 0.002 (n=5) | 1.6M | 54s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | cigre_mv | gru | balanced_accuracy ↑ | 0.519 ± 0.009 (n=5) | 0.542 ± 0.001 (n=5) | 53k | 2.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | cigre_mv | cnn | balanced_accuracy ↑ | 0.566 ± 0.028 (n=5) | 0.589 ± 0.031 (n=5) | 50k | 1.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | cigre_mv | resnet | balanced_accuracy ↑ | 0.656 ± 0.011 (n=5) | 0.701 ± 0.011 (n=5) | 507k | 6.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | cigre_mv | 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_global | cigre_mv | random_forest | balanced_accuracy ↑ | 0.827 ± 0.003 (n=5) | 0.985 ± 0.001 (n=5) | — | 3.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.763 ± 0.001 (n=5) | 0.959 ± 0.000 (n=5) | 42.9M | 14.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | cigre_mv | gru | balanced_accuracy ↑ | 0.786 ± 0.027 (n=5) | 0.963 ± 0.006 (n=5) | 117k | 12.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.799 ± 0.022 (n=5) | 0.961 ± 0.008 (n=5) | 124k | 12.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.799 ± 0.037 (n=5) | 0.964 ± 0.015 (n=5) | 602k | 9.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.838 ± 0.002 (n=5) | 0.980 ± 0.003 (n=5) | — | 23s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | cigre_mv | mlp | balanced_accuracy ↑ | 0.776 ± 0.002 (n=5) | 0.964 ± 0.000 (n=5) | 3.1M | 1.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | cigre_mv | gru | balanced_accuracy ↑ | 0.792 ± 0.020 (n=5) | 0.965 ± 0.005 (n=5) | 55k | 2.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | cigre_mv | cnn | balanced_accuracy ↑ | 0.808 ± 0.034 (n=5) | 0.965 ± 0.008 (n=5) | 51k | 2.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | cigre_mv | resnet | balanced_accuracy ↑ | 0.797 ± 0.039 (n=5) | 0.963 ± 0.010 (n=5) | 509k | 6.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | cigre_mv | 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 | cigre_mv | threshold | balanced_accuracy ↑ | 0.660 ± 0.000 (n=5) | 0.810 ± 0.000 (n=5) | — | 2s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | cigre_mv | random_forest | balanced_accuracy ↑ | 0.836 ± 0.002 (n=5) | 0.983 ± 0.001 (n=5) | — | 17s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | cigre_mv | mlp | balanced_accuracy ↑ | 0.772 ± 0.002 (n=5) | 0.958 ± 0.003 (n=5) | 1.6M | 2.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | cigre_mv | gru | balanced_accuracy ↑ | 0.825 ± 0.036 (n=5) | 0.975 ± 0.013 (n=5) | 52k | 2.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | cigre_mv | cnn | balanced_accuracy ↑ | 0.826 ± 0.006 (n=5) | 0.970 ± 0.004 (n=5) | 49k | 2.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | cigre_mv | resnet | balanced_accuracy ↑ | 0.831 ± 0.043 (n=5) | 0.969 ± 0.008 (n=5) | 506k | 8.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.935 ± 0.002 (n=5) | 0.989 ± 0.001 (n=5) | — | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.928 ± 0.013 (n=5) | 0.975 ± 0.008 (n=5) | 42.9M | 7.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | cigre_mv | gru | balanced_accuracy ↑ | 0.944 ± 0.012 (n=5) | 0.986 ± 0.005 (n=5) | 117k | 5.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.946 ± 0.007 (n=5) | 0.988 ± 0.005 (n=5) | 124k | 6.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.953 ± 0.008 (n=5) | 0.994 ± 0.002 (n=5) | 602k | 6.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.945 ± 0.001 (n=5) | 0.982 ± 0.000 (n=5) | — | 12s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | cigre_mv | mlp | balanced_accuracy ↑ | 0.947 ± 0.001 (n=5) | 0.987 ± 0.001 (n=5) | 3.1M | 41s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | cigre_mv | gru | balanced_accuracy ↑ | 0.946 ± 0.010 (n=5) | 0.985 ± 0.007 (n=5) | 55k | 1.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | cigre_mv | cnn | balanced_accuracy ↑ | 0.960 ± 0.008 (n=5) | 0.994 ± 0.004 (n=5) | 51k | 1.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | cigre_mv | resnet | balanced_accuracy ↑ | 0.963 ± 0.007 (n=5) | 0.996 ± 0.001 (n=5) | 509k | 5.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.936 ± 0.002 (n=5) | 0.956 ± 0.001 (n=5) | — | 9s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | cigre_mv | mlp | balanced_accuracy ↑ | 0.948 ± 0.001 (n=5) | 0.983 ± 0.001 (n=5) | 1.6M | 31s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | cigre_mv | gru | balanced_accuracy ↑ | 0.940 ± 0.007 (n=5) | 0.983 ± 0.006 (n=5) | 52k | 1.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | cigre_mv | cnn | balanced_accuracy ↑ | 0.956 ± 0.005 (n=5) | 0.993 ± 0.005 (n=5) | 49k | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | cigre_mv | resnet | balanced_accuracy ↑ | 0.966 ± 0.001 (n=5) | 0.997 ± 0.001 (n=5) | 506k | 6.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | cigre_mv | majority | mae ↓ | 23.915 ± 0.000 (n=5) | 30.351 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | cigre_mv | random_forest | mae ↓ | 24.131 ± 0.047 (n=5) | 30.481 ± 0.083 (n=5) | — | 12.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | cigre_mv | mlp | mae ↓ | 22.196 ± 0.031 (n=5) | 18.868 ± 0.943 (n=5) | 42.9M | 9.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | cigre_mv | gru | mae ↓ | 22.648 ± 0.381 (n=5) | 20.388 ± 2.245 (n=5) | 117k | 3.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | cigre_mv | cnn | mae ↓ | 22.345 ± 0.302 (n=5) | 19.521 ± 0.995 (n=5) | 124k | 3.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | cigre_mv | resnet | mae ↓ | 22.857 ± 0.448 (n=5) | 21.112 ± 2.293 (n=5) | 602k | 3.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | cigre_mv | majority | mae ↓ | 23.915 ± 0.000 (n=5) | 30.351 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | cigre_mv | random_forest | mae ↓ | 24.443 ± 0.038 (n=5) | 31.076 ± 0.051 (n=5) | — | 1.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | cigre_mv | mlp | mae ↓ | 23.915 ± 0.057 (n=5) | 30.470 ± 0.095 (n=5) | 3.1M | 21s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | cigre_mv | gru | mae ↓ | 23.887 ± 0.041 (n=5) | 30.485 ± 0.062 (n=5) | 55k | 39s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | cigre_mv | cnn | mae ↓ | 23.005 ± 0.552 (n=5) | 24.522 ± 4.373 (n=5) | 51k | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | cigre_mv | resnet | mae ↓ | 23.890 ± 0.162 (n=5) | 29.672 ± 2.190 (n=5) | 509k | 1.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | cigre_mv | majority | mae ↓ | 23.915 ± 0.000 (n=5) | 30.351 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | cigre_mv | random_forest | mae ↓ | 24.793 ± 0.039 (n=5) | 32.533 ± 0.025 (n=5) | — | 40s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | cigre_mv | mlp | mae ↓ | 23.943 ± 0.040 (n=5) | 30.530 ± 0.155 (n=5) | 1.6M | 17s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | cigre_mv | gru | mae ↓ | 23.934 ± 0.024 (n=5) | 30.485 ± 0.049 (n=5) | 52k | 33s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | cigre_mv | cnn | mae ↓ | 23.986 ± 0.110 (n=5) | 30.710 ± 0.117 (n=5) | 49k | 30s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | cigre_mv | resnet | mae ↓ | 23.930 ± 0.071 (n=5) | 30.969 ± 0.623 (n=5) | 506k | 1.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.581 ± 0.009 (n=5) | 0.574 ± 0.003 (n=5) | — | 44s | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.774 ± 0.020 (n=5) | 0.969 ± 0.021 (n=5) | 42.9M | 9.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | cigre_mv | gru | balanced_accuracy ↑ | 0.802 ± 0.027 (n=5) | 0.940 ± 0.031 (n=5) | 117k | 7.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.811 ± 0.020 (n=5) | 0.919 ± 0.035 (n=5) | 124k | 8.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.778 ± 0.018 (n=5) | 0.944 ± 0.042 (n=5) | 602k | 3.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.794 ± 0.003 (n=5) | 0.949 ± 0.004 (n=5) | — | 51s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.807 ± 0.003 (n=5) | 0.964 ± 0.003 (n=5) | 42.9M | 8.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | cigre_mv | gru | balanced_accuracy ↑ | 0.828 ± 0.019 (n=5) | 0.966 ± 0.006 (n=5) | 118k | 8.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.837 ± 0.003 (n=5) | 0.977 ± 0.004 (n=5) | 125k | 9.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.800 ± 0.022 (n=5) | 0.954 ± 0.009 (n=5) | 603k | 3.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.797 ± 0.002 (n=5) | 0.954 ± 0.001 (n=5) | — | 11s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | cigre_mv | mlp | balanced_accuracy ↑ | 0.805 ± 0.002 (n=5) | 0.966 ± 0.001 (n=5) | 3.1M | 35s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | cigre_mv | gru | balanced_accuracy ↑ | 0.811 ± 0.031 (n=5) | 0.962 ± 0.012 (n=5) | 55k | 1.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | cigre_mv | cnn | balanced_accuracy ↑ | 0.850 ± 0.003 (n=5) | 0.975 ± 0.001 (n=5) | 52k | 1.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | cigre_mv | resnet | balanced_accuracy ↑ | 0.858 ± 0.036 (n=5) | 0.977 ± 0.010 (n=5) | 510k | 5.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.783 ± 0.002 (n=5) | 0.935 ± 0.000 (n=5) | — | 7s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | cigre_mv | mlp | balanced_accuracy ↑ | 0.810 ± 0.004 (n=5) | 0.963 ± 0.001 (n=5) | 1.6M | 29s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | cigre_mv | gru | balanced_accuracy ↑ | 0.809 ± 0.008 (n=5) | 0.954 ± 0.003 (n=5) | 53k | 1.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | cigre_mv | cnn | balanced_accuracy ↑ | 0.854 ± 0.002 (n=5) | 0.972 ± 0.003 (n=5) | 49k | 1.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | cigre_mv | resnet | balanced_accuracy ↑ | 0.843 ± 0.023 (n=5) | 0.970 ± 0.008 (n=5) | 506k | 4.0m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | cigre_mv | 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 | cigre_mv | random_forest | balanced_accuracy ↑ | 0.754 ± 0.002 (n=5) | 0.816 ± 0.005 (n=5) | — | 6.7m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.688 ± 0.002 (n=5) | 0.710 ± 0.001 (n=5) | 42.9M | 36.6m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | cigre_mv | gru | balanced_accuracy ↑ | 0.718 ± 0.127 (n=5) | 0.758 ± 0.102 (n=5) | 117k | 28.3m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.781 ± 0.012 (n=5) | 0.822 ± 0.014 (n=5) | 124k | 37.9m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.865 ± 0.011 (n=5) | 0.914 ± 0.014 (n=5) | 602k | 37.2m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | cigre_mv | 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 |
| switch_type_global | cigre_mv | random_forest | balanced_accuracy ↑ | 0.605 ± 0.005 (n=5) | 0.751 ± 0.003 (n=5) | — | 54s | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | cigre_mv | mlp | balanced_accuracy ↑ | 0.592 ± 0.002 (n=5) | 0.687 ± 0.013 (n=5) | 42.9M | 10.7m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | cigre_mv | gru | balanced_accuracy ↑ | 0.739 ± 0.012 (n=5) | 0.781 ± 0.020 (n=5) | 118k | 26.6m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | cigre_mv | cnn | balanced_accuracy ↑ | 0.726 ± 0.005 (n=5) | 0.782 ± 0.016 (n=5) | 125k | 12.4m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | cigre_mv | resnet | balanced_accuracy ↑ | 0.628 ± 0.064 (n=5) | 0.683 ± 0.074 (n=5) | 603k | 3.3m | trace: output · eval-code · log · train-code · config · W&B |