Lightning Prediction on Lightning Dataset 1 hour cumulative (test)
99.2PODST-ResNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ST-ResNetEvaluation Protocol=Neighb.-Based Metric2025.08 | 99.2 | 97.7 | 0.001 | 4.5 | 6.1 | — | |
| LightNet-OEvaluation Protocol=Neighb.-Based Metric2025.08 | 93.5 | 60.4 | 0.375 | 55.6 | 77.1 | 16.3 | |
| ADSNet-OEvaluation Protocol=Neighb.-Based Metric2025.08 | 92.2 | 60.7 | 0.369 | 55 | 76.8 | 18.2 | |
| StepDeepEvaluation Protocol=Neighb.-Based Metric2025.08 | 91.3 | 56.4 | 0.408 | 58.9 | 78.9 | 6.9 | |
| DeepLightEvaluation Protocol=Neighb.-Based Metric2025.08 | 86.9 | 49.4 | 0.463 | 64 | 81.6 | — | |
| LightNet-OEvaluation Protocol=Strict Metric2025.08 | 84.6 | 77.7 | 0.206 | 35.2 | 66.8 | 28.6 | |
| ADSNet-OEvaluation Protocol=Strict Metric2025.08 | 84.5 | 77.7 | 0.206 | 35.2 | 66.8 | 28.6 | |
| StepDeepEvaluation Protocol=Strict Metric2025.08 | 81 | 75.3 | 0.225 | 37.8 | 68.2 | 17.8 | |
| DeepLightEvaluation Protocol=Strict Metric2025.08 | 75.8 | 70.3 | 0.265 | 42.7 | 70.8 | — | |
| ST-ResNetEvaluation Protocol=Strict Metric2025.08 | 63.1 | 98 | 0.01 | 3.8 | 42.4 | — | |
| DeepLight-ViTEvaluation Protocol=Strict Metric2025.08 | 60.9 | 84.8 | 0.131 | 24.3 | 61.3 | 50.6 | |
| DeepLight-ViTEvaluation Protocol=Neighb.-Based Metric2025.08 | 57.3 | 70.9 | 0.227 | 38.6 | 68.4 | 51 | |
| Linear RegressionEvaluation Protocol=Neighb.-Based Metric2025.08 | 23.5 | 97 | 0.007 | 5.3 | 47.5 | — | |
| Linear RegressionEvaluation Protocol=Strict Metric2025.08 | 12 | 98.8 | 0.001 | 2.1 | 48.1 | — | |
| PR92Evaluation Protocol=Neighb.-Based Metric2025.08 | 2.1 | 72.6 | -0.0001 | 3.8 | 43.5 | — | |
| PR92Evaluation Protocol=Strict Metric2025.08 | 0.8 | 75.4 | -0.0003 | 1.6 | 43.4 | — |