Anomaly Detection on Grid Loss D2 Train 1.04% (test)
93F1 Score (final)CINDI
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CINDIEncoder=Base2026.03 | 93 | 94 | 97 | 97 | 97 | 98 | |
| SkipEncoder=Base2026.03 | 93 | — | 97 | — | 97 | — | |
| RawEncoder=Base2026.03 | 93 | — | 98 | — | 98 | — | |
| SlinearEncoder=CNN2026.03 | 92 | — | 91 | — | 95 | — | |
| KnowImpEncoder=Base2026.03 | 92 | — | 87 | — | 96 | — | |
| DynamixEncoder=MLP2026.03 | 91 | — | 96 | — | 95 | — | |
| CINDIEncoder=MLP2026.03 | 90 | 91 | 94 | 96 | 96 | 96 | |
| SlinearEncoder=Base2026.03 | 89 | — | 86 | — | 90 | — | |
| QuadraticEncoder=Base2026.03 | 89 | — | 93 | — | 94 | — | |
| RawEncoder=MLP2026.03 | 88 | — | 90 | — | 90 | — | |
| LinearEncoder=MLP2026.03 | 87 | — | 91 | — | 90 | — | |
| SkipEncoder=CNN2026.03 | 87 | — | 92 | — | 91 | — | |
| SlinearEncoder=MLP2026.03 | 85 | — | 89 | — | 88 | — | |
| CubicsplineEncoder=MLP2026.03 | 85 | — | 91 | — | 91 | — | |
| KnowImpEncoder=CNN2026.03 | 85 | — | 85 | — | 85 | — | |
| SkipEncoder=MLP2026.03 | 84 | — | 91 | — | 90 | — | |
| CINDIEncoder=CNN2026.03 | 83 | 91 | 83 | 96 | 82 | 95 | |
| NearestEncoder=CNN2026.03 | 83 | — | 87 | — | 87 | — | |
| NearestEncoder=MLP2026.03 | 83 | — | 77 | — | 76 | — | |
| QuadraticEncoder=CNN2026.03 | 83 | — | 84 | — | 84 | — | |
| KnowImpEncoder=MLP2026.03 | 83 | — | 68 | — | 66 | — | |
| CubicEncoder=MLP2026.03 | 82 | — | 90 | — | 89 | — | |
| CubicsplineEncoder=CNN2026.03 | 80 | — | 77 | — | 76 | — | |
| LinearEncoder=CNN2026.03 | 78 | — | 84 | — | 83 | — | |
| CubicsplineEncoder=Base2026.03 | 78 | — | 73 | — | 71 | — | |
| DynamixEncoder=Base2026.03 | 77 | — | 74 | — | 72 | — | |
| QuadraticEncoder=MLP2026.03 | 76 | — | 84 | — | 83 | — | |
| CubicEncoder=CNN2026.03 | 75 | — | 77 | — | 76 | — | |
| RawEncoder=CNN2026.03 | 75 | — | 77 | — | 76 | — | |
| NearestEncoder=Base2026.03 | 74 | — | 79 | — | 77 | — | |
| LinearEncoder=Base2026.03 | 74 | — | 78 | — | 77 | — | |
| CubicEncoder=Base2026.03 | 74 | — | 81 | — | 80 | — | |
| DynamixEncoder=CNN2026.03 | 73 | — | 73 | — | 74 | — |