Baseline: Per-Dataset OA±std Table (Percentage) Dataset MambaHSI LocalGlobal HanChuan 90.21±1.67 92.73±0.34 HongHu 94.58±1.01 96.25±1.59 Houston 94.66±0.97 96.20±0.32 IndianPines - - LongKou - - PaviaU 95.74±0.90 97.22±0.41 Dataset MambaHSI LocalGlobal Summary Table (Percentage) Dataset v5-ablation-base v5-ablation-consistency v5-ablation-local v5-ablation-full MambaHSI LocalGlobal HanChuan 90.96±1.69 92.10±1.49 92.63±0.87 95.18±0.45 90.21±1.67 92.73±0.34 HongHu 94.54±0.57 94.14±0.64 95.37±0.71 96.13±0.40 94.58±1.01 96.25±1.59 Houston 94.68±0.71 94.80±1.04 94.99±0.89 96.38±0.40 94.66±0.97 96.20±0.32 IndianPines 89.87±2.24 90.34±1.49 91.70±1.90 93.17±0.41 - - LongKou 96.19±1.10 97.46±0.60 96.14±1.16 97.90±0.40 - - PaviaU 94.75±1.45 95.64±1.42 95.94±1.18 98.12±0.40 95.74±0.90 97.22±0.41