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Benchmarks
Imputation on Semi-synthetic EHR dataset MNAR 30% (test)
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1
MAE
GPT-5.4
0.8
2.15
3.5
4.85
May 6, 2026
MAE
RMSE
|∆AC|
CSE
|infY|
Q1 MAE
Err_a_bar
|∆ATE|
Mean Rank
Updated 27d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
|∆AC|
CSE
|infY|
Q1 MAE
Err_a_bar
|∆ATE|
Mean Rank
GPT-5.4
framework=LLM-driven e...
2026.05
1
1
4
1
4
4
3
1
2.38
GPT-OSS-120b
framework=LLM-driven e...
2026.05
2
2
3
2
3
2
2
3
2.38
Qwen3.5-Plus
framework=LLM-driven e...
2026.05
3
3
1
3
1
3
5
5
3
MissForest
2026.05
4
4
2
4
5
6
6
6
4.62
CausalCFM
2026.05
5
5
5
5
2
1
1
2
3.25
LOCF
2026.05
6
6
6
6
6
5
4
4
5.38
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