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Benchmarks
Regression on 8 multi-table datasets aggregated (test)
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33.12
Fitting Time (s)
pTNAS
2.2652
210.5351
418.805
627.0749
Mar 15, 2024
Fitting Time (s)
Inference Time (s)
Total Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Fitting Time (s)
Inference Time (s)
Total Time (s)
pTNAS
Type=NAS
2024.03
33.12
0.41
33.53
LightGBM
Type=CM
2024.03
101.84
0.27
102.11
TabPFN
Type=TFM
2024.03
105.33
54.91
160.24
DeepFM
Type=DTM
2024.03
149.47
0.35
149.82
DNN
Type=DTM
2024.03
254.16
3.32
257.48
FTTrans
Type=DTM
2024.03
407.03
3.63
410.66
CatBoost
Type=CM
2024.03
804.49
0.22
804.71
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