axis_order,axis,arch,metric,raw_value,normalized_value
0,Denoising,topk_sae,$R^2_{\mathrm{global}}$,0.36298478444417315,0.6318859309445867
0,Denoising,tsae_paper,$R^2_{\mathrm{global}}$,0.3819141765435537,0.6899848656375297
0,Denoising,tfa,$R^2_{\mathrm{global}}$,0.15710809131463369,0.0
0,Denoising,txc_base,$R^2_{\mathrm{global}}$,0.4829211582740148,1.0
0,Denoising,txc_pro,$R^2_{\mathrm{global}}$,0.2529747158288956,0.29423812067738075
1,Coupling,topk_sae,peak $g$AUC,0.8843537414965985,0.6770833333333329
1,Coupling,tsae_paper,peak $g$AUC,0.9408163265306122,0.8499999999999996
1,Coupling,tfa,peak $g$AUC,0.6632653061224488,0.0
1,Coupling,txc_base,peak $g$AUC,0.989795918367347,1.0
1,Coupling,txc_pro,peak $g$AUC,0.9761904761904762,0.9583333333333329
2,Sparse Probing,topk_sae,$\overline{\mathrm{AUC}}$ over $\log_2 k$,0.8864521109828518,0.9039282034900693
2,Sparse Probing,tsae_paper,$\overline{\mathrm{AUC}}$ over $\log_2 k$,0.8994293712342843,1.0
2,Sparse Probing,tfa,$\overline{\mathrm{AUC}}$ over $\log_2 k$,0.7643505997022967,0.0
2,Sparse Probing,txc_base,$\overline{\mathrm{AUC}}$ over $\log_2 k$,0.8993589431814923,0.9994786149445005
2,Sparse Probing,txc_pro,$\overline{\mathrm{AUC}}$ over $\log_2 k$,0.8970300732974142,0.982237786813882
3,Backtracking,topk_sae,peak $\Delta gc$,0.22950819672131148,0.0
3,Backtracking,tsae_paper,peak $\Delta gc$,0.2459016393442623,0.0833333333333333
3,Backtracking,tfa,peak $\Delta gc$,0.3442622950819672,0.5833333333333334
3,Backtracking,txc_base,peak $\Delta gc$,0.4262295081967213,1.0
3,Backtracking,txc_pro,peak $\Delta gc$,0.3770491803278688,0.75
4,RLHF,topk_sae,peak grade @coh$\geq$1.75,1.6620635191599529,0.8300013139966395
4,RLHF,tsae_paper,peak grade @coh$\geq$1.75,1.9342105388641357,1.0
4,RLHF,tfa,peak grade @coh$\geq$1.75,0.3333333432674408,0.0
4,RLHF,txc_base,peak grade @coh$\geq$1.75,0.7918128768603007,0.2863926944889553
4,RLHF,txc_pro,peak grade @coh$\geq$1.75,1.2844444513320923,0.594118718587995
5,EM,topk_sae,$\Delta$align @coh$\geq$70,21.453125,0.5683266060399749
5,EM,tsae_paper,$\Delta$align @coh$\geq$70,25.85615079365079,1.0
5,EM,tfa,$\Delta$align @coh$\geq$70,22.578125,0.6786217964304821
5,EM,txc_base,$\Delta$align @coh$\geq$70,19.796875,0.4059475757428392
5,EM,txc_pro,$\Delta$align @coh$\geq$70,15.65625,0.0