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Benchmarks
Imputation on Semi-synthetic EHR dataset MNAR 50% (test)
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1
MAE
GPT-5.4
0.8
2.15
3.5
4.85
May 6, 2026
MAE
RMSE
Absolute Change Error
CSE
Absolute Imputation Error Y
MAE Q1
Average Error
Absolute ATE Error
Mean Rank
Updated 27d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
Absolute Change Error
CSE
Absolute Imputation Error Y
MAE Q1
Average Error
Absolute ATE Error
Mean Rank
GPT-5.4
framework=LLM-driven e...
2026.05
1
1
2
1
3
3
2
4
2.12
GPT-OSS-120b
framework=LLM-driven e...
2026.05
2
2
4
2
4
2
5
6
3.38
MissForest
2026.05
3
3
1
3
5
6
6
5
4
Qwen3.5-Plus
framework=LLM-driven e...
2026.05
4
4
5
4
2
1
1
2
2.88
CausalCFM
2026.05
5
5
3
5
1
5
4
3
3.88
LOCF
2026.05
6
6
6
6
6
4
3
1
4.75
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