Lightning Prediction on Lightning Dataset 6 hours cumulative (test)
99.9PODST-ResNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ST-ResNetEvaluation Protocol=Neighb.-Based Metric2025.08 | 99.9 | 92.6 | 0.001 | 13.7 | 6.8 | — | |
| Linear RegressionEvaluation Protocol=Neighb.-Based Metric2025.08 | 99.7 | 92.7 | 0 | 13.7 | 7 | — | |
| Linear RegressionEvaluation Protocol=Strict Metric2025.08 | 97.5 | 95.9 | -0.001 | 8 | 5.2 | — | |
| ST-ResNetEvaluation Protocol=Strict Metric2025.08 | 92.6 | 95.7 | 0.001 | 8.3 | 13.3 | — | |
| LightNet-OEvaluation Protocol=Neighb.-Based Metric2025.08 | 65.1 | 53.1 | 0.347 | 54.4 | 75.7 | 5.5 | |
| ADSNet-OEvaluation Protocol=Neighb.-Based Metric2025.08 | 62.4 | 51.7 | 0.347 | 54.4 | 75.7 | 5.5 | |
| DeepLightEvaluation Protocol=Neighb.-Based Metric2025.08 | 56.3 | 44.4 | 0.366 | 55.9 | 76.8 | — | |
| LightNet-OEvaluation Protocol=Strict Metric2025.08 | 51.4 | 69.3 | 0.212 | 38.4 | 67.3 | 13.7 | |
| ADSNet-OEvaluation Protocol=Strict Metric2025.08 | 51 | 67.6 | 0.222 | 39.6 | 68 | 8.6 | |
| StepDeepEvaluation Protocol=Neighb.-Based Metric2025.08 | 48.5 | 48.5 | 0.311 | 49.9 | 73.7 | 17.7 | |
| DeepLightEvaluation Protocol=Strict Metric2025.08 | 45.6 | 61.6 | 0.241 | 41.7 | 69.4 | — | |
| DeepLight-ViTEvaluation Protocol=Strict Metric2025.08 | 36.4 | 73.6 | 0.16 | 30.6 | 63.7 | 33.7 | |
| StepDeepEvaluation Protocol=Strict Metric2025.08 | 35.2 | 66.8 | 0.184 | 34.1 | 65.6 | 31 | |
| DeepLight-ViTEvaluation Protocol=Neighb.-Based Metric2025.08 | 34.4 | 58.4 | 0.204 | 37.7 | 66.9 | 44.3 | |
| PR92Evaluation Protocol=Neighb.-Based Metric2025.08 | 6.5 | 51.8 | -0.0017 | 11.5 | 38.5 | — | |
| PR92Evaluation Protocol=Strict Metric2025.08 | 3.6 | 54.9 | -0.0013 | 6.6 | 37.6 | — |