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Domain Adaptation on BioASQ (test)

54.89BBHCD base^CP
46.20648.460550.71552.9695Feb 17, 2026

Evaluation results

MethodLinks
CD base^CPBackbone=QWEN-2.5-7B-INSTRUCT, Condition=Capability Preserving2026.0254.8930.4543.4139.9581.6546.8381.176.92
CD base^CPBackbone=QWEN3-8B, Condition=Capability Preserving2026.0254.3926.0140.341.2785.4981.7282.3285.1
FT (from §5.1)Backbone=QWEN-2.5-7B-INSTRUCT2026.0254.0730.8737.8643.2575.1835.0573.7877.4
DiSC^CPBackbone=QWEN3-8B, Condition=Capability Preserving2026.0253.9826.0142.5441.883.9380.2184.1589.9
DiSC^CPBackbone=QWEN-2.5-7B-INSTRUCT, Condition=Capability Preserving2026.0253.8128.8642.141.2780.8246.7576.8381.73
M_postBackbone=QWEN-2.5-7B-INSTRUCT2026.0253.6930.2942.8939.8180.749.8578.6670.19
FT (from §5.1)Backbone=QWEN3-8B2026.0253.4626.0137.4836.9887.8980.8285.3788.69
FT^CPBackbone=QWEN3-8B, Condition=Capability Preserving2026.0253.4626.0137.4836.9887.8980.8285.3788.69
FT^CPBackbone=QWEN-2.5-7B-INSTRUCT, Condition=Capability Preserving2026.0252.6629.7842.6739.0280.4650.5380.4973.08
DiSC^CPBackbone=LLAMA3.1-8B-INSTRUCT, Condition=Capability Preserving2026.0251.8529.4535.8539.1585.0118.9664.6381.73
CD base^CPBackbone=LLAMA3.1-8B-INSTRUCT, Condition=Capability Preserving2026.0251.4830.237.1138.8984.2920.0267.6880.29
M_postBackbone=LLAMA3.1-8B-INSTRUCT2026.0250.6329.737.6838.7685.2520.9270.1279.33
FT (from §5.1)Backbone=LLAMA3.1-8B-INSTRUCT2026.0250.1530.5437.5337.8385.2516.9964.0280.77
FT^CPBackbone=LLAMA3.1-8B-INSTRUCT, Condition=Capability Preserving2026.0250.1530.5437.5337.8385.2516.9964.0280.77
CD Base^CPBackbone=QWEN-2.5-3B-INSTRUCT, Condition=Capability Preserving2026.0248.129.4536.3240.7470.7435.9571.3465.38
DiSC^CPBackbone=QWEN-2.5-3B-INSTRUCT, Condition=Capability Preserving2026.0247.827.1835.9939.8172.4237.0872.5671.15
M_postBackbone=QWEN3-8B2026.0247.3725.3434.7340.4885.4979.6884.1575.48
FT (from §5.1)Backbone=QWEN-2.5-3B-INSTRUCT2026.0246.6627.7733.6340.7470.8629.6864.6373.08
FT^CPBackbone=QWEN-2.5-3B-INSTRUCT, Condition=Capability Preserving2026.0246.6628.4432.3839.0271.5837.4665.8564.42
M_postBackbone=QWEN-2.5-3B-INSTRUCT2026.0246.5428.5232.7539.4272.6637.2471.1467.79