Time Series Attribution on ETTh1 (AUClag@25%)
71AUClag@25%KARMA
Evaluation results
| Method | Links | |
|---|---|---|
| KARMAArch=TCN2026.06 | 71 | |
| TimeSHAPArch=LSTM2026.06 | 66 | |
| KARMAArch=LSTM2026.06 | 66 | |
| KARMAArch=GRU2026.06 | 63 | |
| Integrated GradientsArch=LSTM2026.06 | 62 | |
| Integrated GradientsArch=GRU2026.06 | 61 | |
| TimeSHAPArch=GRU2026.06 | 61 | |
| Integrated GradientsArch=TCN2026.06 | 49 | |
| TimeSHAPArch=TCN2026.06 | 49 | |
| DMArch=TCN2026.06 | 24 | |
| FOArch=LSTM2026.06 | 16 | |
| WIArch=LSTM2026.06 | 9 | |
| DMArch=LSTM2026.06 | 8 | |
| DMArch=GRU2026.06 | 4 | |
| FOArch=GRU2026.06 | 3 | |
| WIArch=GRU2026.06 | 3 | |
| FOArch=TCN2026.06 | 3 | |
| WIArch=TCN2026.06 | 2 |