Multivariate Time Series Imputation On 2
评估指标
OOB Rate (10^−3)
Path Difference
Path Length
Player Distance
Step Change (10^−3)
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | OOB Rate (10^−3) | Path Difference | Path Length | Player Distance | Step Change (10^−3) |
|---|---|---|---|---|---|
| brits-bidirectional-recurrent-imputation-for | 3.874 | 0.571 | 0.702 | 0.417 | 4.811 |
| multivariate-time-series-imputation-with | 4.703 | 0.690 | 1.141 | 0.398 | 14.95 |
| naomi-non-autoregressive-multiresolution | 1.733 | 0.581 | 0.573 | 0.423 | 2.565 |
| maskgan-better-text-generation-via-filling-in | 4.592 | 0.680 | 0.793 | 0.427 | 9.622 |
| 模型 5 | 0.128 | 0.746 | 0.921 | 0.403 | 13.24 |