Table 2.
Results of the baseline and CNN models applied to all the EUV AIA channels.
| Channel | Baseline |
Single-channel model |
Multichannel model |
||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.05 | 5% | 10% | 15% | 20% | 0.05 | 5% | 10% | 15% | 20% | 0.05 | 5% | 10% | 15% | 20% | |
| 94 Å | 32% | 08% | 18% | 28% | 40% | 70% | 37% | 61% | 78% | 87% | 82% | 48% | 73% | 85% | 92% |
| 131 Å | 76% | 50% | 73% | 86% | 96% | 94% | 72% | 92% | 98% | 99% | 99% | 76% | 94% | 97% | 99% |
| 171 Å | 58% | 27% | 48% | 66% | 85% | 93% | 70% | 93% | 97% | 99% | 84% | 48% | 72% | 86% | 93% |
| 193 Å | 38% | 13% | 27% | 44% | 53% | 73% | 41% | 69% | 85% | 93% | 90% | 59% | 85% | 94% | 98% |
| 211 Å | 31% | 11% | 21% | 29% | 39% | 63% | 30% | 53% | 71% | 84% | 76% | 41% | 68% | 82% | 92% |
| 304 Å | 86% | 66% | 89% | 95% | 100% | 90% | 65% | 89% | 97% | 99% | 94% | 62% | 86% | 93% | 96% |
| 335 Å | 38% | 13% | 29% | 42% | 51% | 62% | 31% | 54% | 69% | 80% | 73% | 39% | 65% | 82% | 91% |
| Mean | 51% | 27% | 43% | 56% | 66% | 78% | 50% | 73% | 85% | 92% | 85% | 53% | 77% | 89% | 94% |
Notes. The table is divided into three sections: baseline, single-channel, and multichannel model. From the left, we list the channel number, the success rates for the baseline, the success rates for the single-channel CNN model, and the success rates for the multichannel CNN model. Each model performance is considered at different tolerance levels. At the bottom, we list the mean of the success rate across all the channels. Green shows success rates greater than 90%, yellow a success rate of 80%–90%, and red shows a success rate lower than 80%.
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