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Benchmarks
Multiple Instance Learning classification on HEPMASS
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87.2
AUROC
Mixed
40.296
52.473
64.65
76.827
Jun 4, 2026
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
Mixed
2026.06
87.2
MeanLogReg
2026.06
86.9
Fact. (disc, lookup)
2026.06
86.1
ICMIL
2026.06
84.5
Fact. (cont, MLP)
2026.06
84.3
Fact. (cont, tree)
2026.06
84
Joint
2026.06
81.9
Fact. (disc, MLP)
2026.06
80.5
ABMIL
2026.06
75.7
TabPFN-Subsample
2026.06
67.7
TabPFN-Cluster
2026.06
67.5
TabPFN-Concat
2026.06
66.4
Fact. (disc, tree)
2026.06
57.9
SVM-Summ
2026.06
42.1
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