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Aggregate Evaluation on Multi-domain Aggregate Suite

57.1General AverageBase
44.30847.62950.9554.271May 6, 2026

Evaluation results

MethodLinks
BaseBackbone=Qwen2.5-3B-Instruct, Incremental Learning Stage=Pre-trained2026.0557.123.846.6
Anchored LearningBackbone=Qwen2.5-3B-Instruct, Incremental Learning Stage=Stage 1: iGSM2026.0553.345.945.5
Low-SFTBackbone=Qwen2.5-3B-Instruct, Incremental Learning Stage=Stage 3: iGSM -> MedCalc -> IFEval2026.0552.333.145.9
Anchored LearningBackbone=Qwen2.5-3B-Instruct, Incremental Learning Stage=Stage 3: iGSM -> MedCalc -> IFEval2026.0551.850.549.2
Low-SFTBackbone=Qwen2.5-3B-Instruct, Incremental Learning Stage=Stage 1: iGSM2026.0549.644.142.3
Low-SFTBackbone=Qwen2.5-3B-Instruct, Incremental Learning Stage=Stage 2: iGSM -> MedCalc2026.0546.24744.8
Anchored LearningBackbone=Qwen2.5-3B-Instruct, Incremental Learning Stage=Stage 2: iGSM -> MedCalc2026.0544.857.745.7