Spork vs teachers: DAPO partitions

Qwen3-4B · eval partition split

Spork vs teachers: DAPO partitions0%10%20%30%40%50%60%70%80%90%pass@4 on own partitionAlgebra / analysisGeometry /trigonometryNumber theoryCombinatorics /probability42.762.751.253.775.676.754.768.553.157.873.473.235.465.045.847.970.878.938.753.545.246.864.565.7
Base Qwen3-4BGRPOBase-init teachersBase-init MOPDSpork teachersSpork
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SeriesCategorypass@4 on own partitionInterval / statistics
Base Qwen3-4BAlgebra / analysis42.7
GRPOAlgebra / analysis62.7
Base-init teachersAlgebra / analysis51.2
Base-init MOPDAlgebra / analysis53.7
Spork teachersAlgebra / analysis75.6
SporkAlgebra / analysis76.7
Base Qwen3-4BGeometry / trigonometry54.7
GRPOGeometry / trigonometry68.5
Base-init teachersGeometry / trigonometry53.1
Base-init MOPDGeometry / trigonometry57.8
Spork teachersGeometry / trigonometry73.4
SporkGeometry / trigonometry73.2
Base Qwen3-4BNumber theory35.4
GRPONumber theory65
Base-init teachersNumber theory45.8
Base-init MOPDNumber theory47.9
Spork teachersNumber theory70.8
SporkNumber theory78.9
Base Qwen3-4BCombinatorics / probability38.7
GRPOCombinatorics / probability53.5
Base-init teachersCombinatorics / probability45.2
Base-init MOPDCombinatorics / probability46.8
Spork teachersCombinatorics / probability64.5
SporkCombinatorics / probability65.7