Multi-output Time-series Forecasting on Real-world Sintering Dataset (Chronological)
0.268NMSEMS-BCNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MS-BCNN2026.04 | 0.268 | 0.348 | 1.19 | |
| Ventingformer2026.04 | 0.279 | 0.366 | 1.25 | |
| OB-ISSID2026.04 | 0.304 | 0.381 | 1.31 | |
| LSTM2026.04 | 0.38 | 0.421 | 1.44 | |
| Transformer2026.04 | 0.456 | 0.483 | 1.65 | |
| GRU-PLS2026.04 | 0.462 | 0.512 | 1.74 | |
| MS-BCNNevaluation_setting=chronological2026.04 | 4.446 | 1.682 | 3.02 | |
| Ventingformerevaluation_setting=chronological2026.04 | 4.789 | 1.698 | 2.89 | |
| Transformerevaluation_setting=chronological2026.04 | 7.581 | 2.18 | 3.43 | |
| GRU-PLSevaluation_setting=chronological2026.04 | 10.714 | 2.795 | 4.61 | |
| LSTMevaluation_setting=chronological2026.04 | 114.8 | 6.334 | 4.23 | |
| OB-ISSIDevaluation_setting=chronological2026.04 | 119.7 | 8.003 | 13.57 |