Gene-expression classification on CUMIDA-42 RF-50 + 50 random feature arm headline

89.3Mean Balanced Accuracy

TabICL v2

Updated 25d ago

Evaluation Results

Method	Links
TabICL v2 2026.06		89.3
TabPFN v2.6 2026.06		89.2
TabICL v2 2026.06		88.4
TabICL v2 2026.06		88.4
KnowsTFM 2026.06		87.6
KnowsTFM 2026.06		86.5
TabPFN v2.6 2026.06		86.2
TabPFN v2.6 2026.06		85.7
KnowsTFM 2026.06		81.5
NanoTabICL small-prior, base 2026.06		80.8
NanoTabICL big-prior, base 2026.06		79.6
KnowsTFM 2026.06		79.3
NanoTabICL small-prior, base 2026.06		79.2
NanoTabICL big-prior, base 2026.06		77.2
KnowsTFM 2026.06		76.8
KnowsTFM 2026.06		76.8
KnowsTFM 2026.06		76.7
NanoTabICL small-prior, small 2026.06		76.7
KnowsTFM 2026.06		76.7
NanoTabICL big-prior, small 2026.06		75.8
KnowsTFM 2026.06		75.7
NanoTabICL small-prior, small 2026.06		75.1
mean over 8 nano ckpts 2026.06		75.1
NanoTabICL big-prior, small 2026.06		74.8
KnowsTFM 2026.06		74.7
mean over 8 nano ckpts 2026.06		74.1
NanoTabPFN big-prior, base 2026.06		73.3
KnowsTFM 2026.06		73.3
NanoTabPFN small-prior, base 2026.06		72.4
NanoTabPFN big-prior, base 2026.06		72.3
NanoTabPFN small-prior, base 2026.06		72
NanoTabPFN small-prior, small 2026.06		72
NanoTabPFN big-prior, small 2026.06		71.9
NanoTabPFN big-prior, small 2026.06		70.6
NanoTabPFN small-prior, small 2026.06		70.4
NanoTabICL small-prior, base 2026.06		64.9
NanoTabICL big-prior, base 2026.06		58.2
NanoTabICL big-prior, small 2026.06		54.3
mean over 8 nano ckpts 2026.06		50.1
NanoTabICL small-prior, small 2026.06		47.5
NanoTabPFN small-prior, small 2026.06		44.8
NanoTabPFN small-prior, base 2026.06		44.3
NanoTabPFN big-prior, small 2026.06		44.1
NanoTabPFN big-prior, base 2026.06		42.7