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Benchmarks
Multiple Instance Learning classification on SMIL
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85.4
AUROC
ABMIL
47.544
57.372
67.2
77.028
Jun 4, 2026
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
ABMIL
2026.06
85.4
TabPFN-Cluster
2026.06
77.8
Fact. (disc, lookup)
2026.06
74.9
Joint
2026.06
74.5
Mixed
2026.06
74.5
ICMIL
2026.06
74.4
MeanLogReg
2026.06
72.4
Fact. (cont, MLP)
2026.06
71.4
Fact. (cont, tree)
2026.06
70.3
SVM-Summ
2026.06
66.5
Fact. (disc, MLP)
2026.06
65.5
TabPFN-Subsample
2026.06
58.2
TabPFN-Concat
2026.06
56.3
Fact. (disc, tree)
2026.06
49
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