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Benchmarks
Row Classification on Movie (test)
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62.9
Macro F1 (XGBoost)
TAPAS
25.044
34.872
44.7
54.528
Jun 1, 2026
Macro F1 (XGBoost)
Macro F1 (LR)
Macro F1 (TabPFN)
Updated 1d ago
Evaluation Results
Method
Method
Links
Macro F1 (XGBoost)
Macro F1 (LR)
Macro F1 (TabPFN)
TAPAS
Category=LM Encoders
2026.06
62.9
66.9
68.8
NAVIFE
Category=FE Pipelines
2026.06
62.9
66.1
66.5
w/o ESA
Category=LM Encoders
2026.06
62.3
66.7
67.4
TableVec.
Category=FE Pipelines
2026.06
62.2
55.2
-
NAVI
Category=LM Encoders
2026.06
61.5
66.7
67.9
HAETAE
Category=LM Encoders
2026.06
60.2
64.4
66.4
BERT
Category=LM Encoders
2026.06
59.5
63.8
65.9
w/o MSM
Category=LM Encoders
2026.06
46.7
56
52.2
Raw
Category=FE Pipelines
2026.06
45.7
42
47.8
CM2
Category=LM Encoders
2026.06
37.9
37.5
40.2
w/o CAE
Category=LM Encoders
2026.06
26.5
38.1
30.3
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