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Knowledge Reasoning on K-Cross (val)

43AccuracyPSO-Merging
34.1636.45538.7541.045May 28, 2026

Evaluation results

MethodLinks
PSO-MergingBackbone=Qwen2.5-1.5B2026.0543
EvoGMBackbone=Qwen2.5-1.5B2026.0543
PSO-MergingBase model=Qwen2.5-1.5B2026.0541.5
CMABackbone=Qwen2.5-1.5B2026.0541.5
BaseBase model=Qwen2.5-1.5B2026.0541
Single BestBase model=Qwen2.5-1.5B2026.0541
BaseBackbone=Qwen2.5-1.5B2026.0541
Single BestBackbone=Qwen2.5-1.5B2026.0541
Model SwarmBackbone=Qwen2.5-1.5B2026.0541
CMABase model=Qwen2.5-1.5B2026.0540.5
EvoGMBase model=Qwen2.5-1.5B2026.0540.5
MTLBase model=Qwen2.5-1.5B2026.0539.5
MTLBackbone=Qwen2.5-1.5B2026.0539.5
Model SwarmBase model=Qwen2.5-1.5B2026.0539
DAREBase model=Qwen2.5-1.5B2026.0538
DAREBackbone=Qwen2.5-1.5B2026.0538
Task ArithmeticBase model=Qwen2.5-1.5B2026.0537
TABackbone=Qwen2.5-1.5B2026.0537
Model SoupBase model=Qwen2.5-1.5B2026.0535.5
Model SoupBackbone=Qwen2.5-1.5B2026.0535.5
TIESBase model=Qwen2.5-1.5B2026.0534.5
TIESBackbone=Qwen2.5-1.5B2026.0534.5