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Domain Adaptation on KUP (test)

56.59BBHFT^CP
45.30648.235551.16554.0945Feb 17, 2026

Evaluation results

MethodLinks
FT^CPBackbone=QWEN3-8B, Condition=Capability Preserving2026.0256.5925.9234.5137.383.6981.880.4932.6
DiSC^CPBackbone=QWEN3-8B, Condition=Capability Preserving2026.0255.8826.1739.6539.2983.2177.7982.3237.4
CD base^CPBackbone=QWEN3-8B, Condition=Capability Preserving2026.0254.826.0139.241.475.980.9183.5428.3
CD base^CPBackbone=QWEN-2.5-7B-INSTRUCT, Condition=Capability Preserving2026.0254.4230.6243.0240.0879.3849.2482.3232.1
DiSC^CPBackbone=QWEN-2.5-7B-INSTRUCT, Condition=Capability Preserving2026.0254.0728.2741.2740.4877.744.3476.2244.18
FT (from §5.1)Backbone=QWEN3-8B2026.0253.8826.4326.8933.9975.5471.974.3935.4
M_postBackbone=QWEN-2.5-7B-INSTRUCT2026.0253.6930.2942.8939.8180.749.8578.6615.46
FT^CPBackbone=QWEN-2.5-7B-INSTRUCT, Condition=Capability Preserving2026.0253.5831.842.0141.1476.7445.2481.7136.3
FT (from §5.1)Backbone=QWEN-2.5-7B-INSTRUCT2026.0252.2528.4438.3340.7465.8324.4769.5140.9
DiSC^CPBackbone=LLAMA3.1-8B-INSTRUCT, Condition=Capability Preserving2026.0251.7329.9536.3442.0679.1419.8665.2444.88
FT^CPBackbone=LLAMA3.1-8B-INSTRUCT, Condition=Capability Preserving2026.0251.1729.2837.8738.3682.0120.5470.1233.9
CD base^CPBackbone=LLAMA3.1-8B-INSTRUCT, Condition=Capability Preserving2026.0250.6528.5936.3138.2379.7418.6674.3935.8
M_postBackbone=LLAMA3.1-8B-INSTRUCT2026.0250.6329.737.6838.7685.2520.9270.1220.1
FT (from §5.1)Backbone=LLAMA3.1-8B-INSTRUCT2026.0249.0228.3634.639.4268.1114.7361.5935.1
FT^CPBackbone=QWEN-2.5-3B-INSTRUCT, Condition=Capability Preserving2026.0248.2230.1235.7839.2969.6632.77538.5
CD Base^CPBackbone=QWEN-2.5-3B-INSTRUCT, Condition=Capability Preserving2026.0247.8229.1134.7841.2771.5838.0767.6841.5
DiSC^CPBackbone=QWEN-2.5-3B-INSTRUCT, Condition=Capability Preserving2026.0247.829.6135.441.470.0235.9573.0842.27
M_postBackbone=QWEN3-8B2026.0247.3725.3434.7340.4885.4979.6884.1516.3
M_postBackbone=QWEN-2.5-3B-INSTRUCT2026.0246.5428.5232.7539.4272.6637.2471.1426.41
FT (from §5.1)Backbone=QWEN-2.5-3B-INSTRUCT2026.0245.7429.5332.7941.864.3923.8756.144.57