Gene ranking research benchmarks

Benchmarks

Dataset NameSOTA methodMetricTrendResultsLast Updated

2-g spat (test)

ToMAToMP

81.25TopHits@10

May 15, 2026

kpmp 2-g (test)

ToMAToMP

50.59TopHits@10

May 15, 2026

1-g spat (test)

ToMAToMP

97.65TopHits@10

May 15, 2026

KPMP 1-g (test)

ToMAToMP

99.43TopHits@10

May 15, 2026

2-g spat

ToMATO

100TopHits@10

May 15, 2026

KPMP 2-g

ToMATO

93.3TopHits@10

May 15, 2026

1-g spat

ToMATO

100TopHits@10

May 15, 2026

spat 2-g split with outliers

ToMATo

0.767Pearson Correlation

May 15, 2026

kpmp 2-g split with outliers

ToMAToMP

0.144Pearson Correlation

May 15, 2026

spat 1-gr split with outliers

ToMAToMP

0.98Pearson Correlation

May 15, 2026

kpmp 1-g split with outliers

ToMAToMP

0.994Pearson Correlation

May 15, 2026

spat 2-g

ToMATo

1Pearson Correlation

May 15, 2026

kpmp 2-g

ToMATo

0.977Pearson Correlation

May 15, 2026

1-g spat

ToMATo

1Pearson Correlation

May 15, 2026

KPMP 1-g

ToMATo

0.968Pearson Correlation

May 15, 2026