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Tabular Imputation on 20 Real-world Datasets Overall 2026 (test)
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0.163
Mean NRMSE
Schema-1
0.1516
0.22855
0.3055
0.38245
May 7, 2026
Mean NRMSE
Updated 26d ago
Evaluation Results
Method
Method
Links
Mean NRMSE
Schema-1
2026.05
0.163
Gemini 3.0 Flash
2026.05
0.235
Claude 4.5 Sonnet
2026.05
0.237
Mistral D2
2026.05
0.287
MiMo-V2
2026.05
0.292
GPT-4.1 Nano
2026.05
0.296
missForest
2026.05
0.302
MICE
2026.05
0.306
kNN
2026.05
0.327
SAEI
2026.05
0.372
SoftImpute
2026.05
0.424
TabPFN
2026.05
0.448
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