Acentric factor prediction on Industrial Petroleum Dataset (overall)
0.0084MAERP-CATE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RP-CATE2025.12 | 0.0084 | 0.0132 | 0.81 | 51 | 0 | 84.15 | |
| TCN2025.12 | 0.0086 | 0.0153 | 0.86 | 46 | 0 | 78.24 | |
| LSTM2025.12 | 0.0104 | 0.0157 | 0.94 | 32 | 0 | 60.77 | |
| RADA2025.12 | 0.0143 | 0.0194 | 1.86 | 25 | 1 | 56.39 | |
| GRU2025.12 | 0.0188 | 0.0326 | 1.34 | 34 | 3 | 57.76 | |
| TGCN-S2025.12 | 0.0192 | 0.025 | 2.78 | 22 | 8 | 55.28 | |
| DGDL2025.12 | 0.0261 | 0.0323 | 2.15 | 13 | 4 | 44.96 | |
| Transformer2025.12 | 0.0345 | 0.0566 | 3.94 | 15 | 17 | 25.58 | |
| RBFNN2025.12 | 0.0601 | 0.0714 | 12.14 | 4 | 35 | -3.59 | |
| Lee-Kesler2025.12 | 0.0781 | 0.1534 | 5.35 | 17 | 17 | 0 |