Classification on CUMIDA-42 RF-25 + 75 random feature arm v1 (test)

89.1Mean Balanced Accuracy

TabICL v2

Updated 25d ago

Evaluation Results

Method	Links
TabICL v2 2026.06		89.1
TabPFN v2.6 2026.06		88.8
KnowsTFM 2026.06		79.3
NanoTabICL small-prior, base 2026.06		77.6
NanoTabICL small-prior, base 2026.06		77.1
NanoTabICL big-prior, base 2026.06		76.4
KnowsTFM 2026.06		76.2
KnowsTFM 2026.06		74.8
NanoTabICL big-prior, base 2026.06		74.5
NanoTabICL small-prior, small 2026.06		74.5
KnowsTFM 2026.06		74.2
KnowsTFM 2026.06		74.1
KnowsTFM 2026.06		73.6
NanoTabICL big-prior, small 2026.06		73.2
KnowsTFM 2026.06		72.3
KnowsTFM 2026.06		72
NanoTabICL small-prior, small 2026.06		71.9
NanoTabICL big-prior, small 2026.06		71.3
NanoTabPFN small-prior, base 2026.06		70.5
NanoTabPFN big-prior, base 2026.06		70.3
NanoTabPFN small-prior, base 2026.06		70.1
NanoTabPFN small-prior, small 2026.06		70
NanoTabPFN big-prior, base 2026.06		69.4
NanoTabPFN big-prior, small 2026.06		69.4
NanoTabPFN big-prior, small 2026.06		67.6
NanoTabPFN small-prior, small 2026.06		67.1
NanoTabICL small-prior, base 2026.06		62
NanoTabICL big-prior, base 2026.06		55.7
NanoTabICL big-prior, small 2026.06		52.2
NanoTabICL small-prior, small 2026.06		46.1
NanoTabPFN small-prior, small 2026.06		44.8
NanoTabPFN small-prior, base 2026.06		44.1
NanoTabPFN big-prior, small 2026.06		43.6
NanoTabPFN big-prior, base 2026.06		42.8