Extreme-event generation on WEA-TEMP (test)
0.3574EM-W1E4GEN
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| E4GENType=Ours2026.06 | 0.3574 | 1,090 | 0.2916 | 0.3594 | 2.2081 | 0.4216 | 6.1463 | 0.1158 | 0.0522 | |
| SDForgerType=LLM2026.06 | 0.3644 | 3,242 | 1.0477 | 0.3736 | 9.1781 | 0.4411 | 4.1654 | 0.1282 | 0.0763 | |
| HeavyDiffType=Extreme-Aware2026.06 | 0.4115 | 3,115 | 0.6909 | 0.3675 | 5.8522 | 0.4909 | 6.9037 | 0.1233 | 0.0579 | |
| Diffusion-TSType=Diffusion2026.06 | 0.4373 | 2,587 | 0.4235 | 0.4267 | 4.747 | 0.4708 | 8.43 | 0.1163 | 0.0593 | |
| TimeVAEType=VAE2026.06 | 1.3089 | 4,864 | 1.6862 | 1.1608 | 10.6 | 0.5942 | 17.539 | 0.1629 | 0.0615 | |
| DiffWaveType=Diffusion2026.06 | 1.7314 | 10,654 | 2.2313 | 1.5311 | — | — | — | — | — | |
| koVAEType=VAE2026.06 | 1.8624 | 11,425 | 2.3364 | 1.5521 | — | — | — | — | — | |
| F-FlowType=Flow2026.06 | 1.8883 | 20,822 | 14.176 | 1.6071 | 22.109 | 0.8305 | 5.0478 | 0.6524 | 0.5295 | |
| TimeGANType=GAN2026.06 | 3.7958 | 5,583 | 2.0428 | 3.8054 | 10.961 | 0.6318 | 10.893 | 0.3093 | 0.1461 | |
| FIDEType=Extreme-Aware2026.06 | 5.1486 | 15,767 | 5.8725 | 12.335 | 64.284 | 0.7782 | 23.947 | 0.2452 | 0.6922 |