Lightning Prediction on Lightning Dataset 3 hours cumulative (test)
99.9PODST-ResNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ST-ResNetEvaluation Protocol=Neighb.-Based Metric2025.08 | 99.9 | 95.6 | 0.001 | 8.5 | 4.2 | — | |
| Linear RegressionEvaluation Protocol=Neighb.-Based Metric2025.08 | 91.4 | 95.9 | -0.003 | 7.9 | 5.4 | — | |
| LightNet-OEvaluation Protocol=Neighb.-Based Metric2025.08 | 82.6 | 56.7 | 0.377 | 56.7 | 77.3 | 16.2 | |
| ST-ResNetEvaluation Protocol=Strict Metric2025.08 | 82.1 | 97.2 | 0.005 | 5.5 | 26.7 | — | |
| ADSNet-OEvaluation Protocol=Neighb.-Based Metric2025.08 | 80.6 | 55.8 | 0.38 | 57 | 77.4 | 15.3 | |
| DeepLightEvaluation Protocol=Neighb.-Based Metric2025.08 | 74.1 | 46.2 | 0.438 | 62.4 | 80.5 | — | |
| Linear RegressionEvaluation Protocol=Strict Metric2025.08 | 73.5 | 98.1 | -0.005 | 3.6 | 8.3 | — | |
| LightNet-OEvaluation Protocol=Strict Metric2025.08 | 70.8 | 72.7 | 0.228 | 39.3 | 68.3 | 22.8 | |
| ADSNet-OEvaluation Protocol=Strict Metric2025.08 | 70.6 | 71.6 | 0.237 | 40.4 | 68.9 | 18.1 | |
| StepDeepEvaluation Protocol=Neighb.-Based Metric2025.08 | 70.1 | 52.4 | 0.379 | 56.6 | 77.3 | 15.6 | |
| DeepLightEvaluation Protocol=Strict Metric2025.08 | 63.1 | 64.4 | 0.28 | 45.5 | 71.8 | — | |
| StepDeepEvaluation Protocol=Strict Metric2025.08 | 55.3 | 70.3 | 0.224 | 38.6 | 68.2 | 25 | |
| DeepLight-ViTEvaluation Protocol=Strict Metric2025.08 | 50.7 | 76.6 | 0.177 | 32.1 | 64.9 | 36.8 | |
| DeepLight-ViTEvaluation Protocol=Neighb.-Based Metric2025.08 | 47.1 | 61.4 | 0.249 | 42.4 | 69.9 | 43.2 | |
| PR92Evaluation Protocol=Neighb.-Based Metric2025.08 | 4 | 62 | -0.0003 | 7.2 | 41.2 | — | |
| PR92Evaluation Protocol=Strict Metric2025.08 | 2 | 64.8 | -0.0003 | 3.8 | 40.7 | — |