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Benchmarks
Classification on 8 multi-table datasets aggregated (test)
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9.66
Fitting Time (s)
DeepFM
7.7928
20.3964
33
45.6036
Mar 15, 2024
Fitting Time (s)
Inference Time (s)
Total Execution Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Fitting Time (s)
Inference Time (s)
Total Execution Time (s)
DeepFM
Type=DTM
2024.03
9.66
0.12
9.78
LightGBM
Type=CM
2024.03
10.78
0.04
10.82
pTNAS
Type=NAS
2024.03
18.81
0.12
18.93
TabPFN
Type=TFM
2024.03
20.74
17.99
38.73
FTTrans
Type=DTM
2024.03
37.81
0.33
38.14
CatBoost
Type=CM
2024.03
47.24
0.04
47.28
DNN
Type=DTM
2024.03
56.34
0.24
56.58
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