IV Estimation on IV setting
0.324Time (s)KIV
Evaluation results
| Method | Links | |
|---|---|---|
| KIVCategory=Standard IV Estimator, Time Measurement=Total time (training + inference)2025.06 | 0.324 | |
| CausalFMCategory=Foundation Model-based, Time Measurement=Inference time2025.06 | 0.472 | |
| DoPFNCategory=Foundation Model-based, Time Measurement=Inference time2025.06 | 6.53 | |
| DeepIVCategory=Standard IV Estimator, Time Measurement=Total time (training + inference)2025.06 | 12.7 | |
| MRIVCategory=Standard IV Estimator, Time Measurement=Total time (training + inference)2025.06 | 15.6 | |
| DFIVCategory=Standard IV Estimator, Time Measurement=Total time (training + inference)2025.06 | 17.4 | |
| DeepGMMCategory=Standard IV Estimator, Time Measurement=Total time (training + inference)2025.06 | 18.5 | |
| DMLIVCategory=Standard IV Estimator, Time Measurement=Total time (training + inference)2025.06 | 18.5 | |
| DRIVCategory=Standard IV Estimator, Time Measurement=Total time (training + inference)2025.06 | 38.7 |