造纸行业数据集缺失率 | LOCF | GP-VAE | BRITS | SS-GAN | SAITS | TransImputeNet |
0.1 | 0.5043 | 0.5347 | 0.4213 | 0.4047 | 0.4075 | 0.3806 |
0.2 | 0.5094 | 0.5070 | 0.4340 | 0.3886 | 0.4229 | 0.3777 |
0.3 | 0.5103 | 0.5588 | 0.4422 | 0.3972 | 0.4296 | 0.3843 |
0.4 | 0.5139 | 0.5044 | 0.4511 | 0.4348 | 0.4412 | 0.3860 |
0.5 | 0.5181 | 0.5045 | 0.4636 | 0.4632 | 0.4508 | 0.4000 |
0.6 | 0.5278 | 0.5062 | 0.4743 | 0.5098 | 0.4613 | 0.3939 |
0.7 | 0.5447 | 0.5424 | 0.4968 | 0.5409 | 0.4712 | 0.4080 |
0.8 | 0.5708 | 0.5237 | 0.5299 | 0.6048 | 0.4905 | 0.4318 |
0.9 | 0.6287 | 0.5558 | 0.6058 | 0.7024 | 0.5216 | 0.4428 |