| """Sparse journal figures: vector mathematics and measured evidence only.""" |
| from pathlib import Path |
| import json |
| import figures_r2 as old |
| ROOT=Path(__file__).resolve().parents[1];F=ROOT/'figures' |
| def write(name,body):old.write(name,body) |
| def framework(): |
| write('Fig1_framework',r''' |
| \begin{tikzpicture}[x=1mm,y=1mm] |
| \path[use as bounding box] (0,-3) rectangle (164,57); |
| \node[anchor=west,font=\bfseries\small] at (0,54) {(a) Scope and projection}; |
| \node[anchor=west,font=\bfseries\small] at (99,54) {(b) Spatial eligibility}; |
| \node (q) at (4,34) {$I,q$}; |
| \node[draw,rectangle,minimum width=14mm,minimum height=10mm] (f) at (28,34) {$f_{\theta}$}; |
| \node (p) at (54,34) {$P_q,P_t,P_a$}; |
| \node[draw,rectangle,minimum width=15mm,minimum height=10mm] (proj) at (80,34) {$\Pi_r$}; |
| \draw[link] (q)--(f); |
| \draw[link] (f)--(p); |
| \draw[link] (p)--(proj); |
| \node[font=\small] at (28,43) {$\theta$ fixed}; |
| \node (guard) at (28,16) {$S(q)\in\{0,1\}$}; |
| \draw[link] (q.south)|-(guard.west); |
| \draw[link] (guard.north)--node[right,font=\scriptsize] {$S=1$}(f.south); |
| \draw[link,dashed] (guard.east)--(80,16)--(proj.south); |
| \node[font=\scriptsize,fill=white,inner sep=1pt] at (57,16) {fallback $M_q$}; |
| \node[anchor=west,font=\scriptsize] at (0,0) {$\widehat M=\Pi_r(P_q,P_t,P_a)$ if $S(q)\land V$; otherwise $M_q$.}; |
| \draw[rule] (95,3)--(95,49); |
| \draw[->,line width=.5pt] (103,8)--(162,8) node[below] {$x$}; |
| \draw[->,line width=.5pt] (103,8)--(103,46) node[left] {$y$}; |
| \fill[black!7] (131,9) rectangle (159,44); |
| \draw[dashed,muted] (131,8)--(131,46); |
| \node[anchor=south,font=\scriptsize] at (131,46) {$x_A+\epsilon_g$}; |
| \draw[fill=black!15,line width=.6pt] (117,25) circle (3.8); |
| \node at (117,25) {$A$}; |
| \draw[line width=.6pt] (111,37) ellipse (4 and 2.4); |
| \node[above] at (111,39) {$C_1$}; |
| \draw[teal,fill=teal!14,line width=.8pt] (141,32) ellipse (4.5 and 3); |
| \draw[teal,fill=teal!14,line width=.8pt] (150,18) ellipse (4 and 2.8); |
| \node[above] at (141,35) {$C_2$}; |
| \node[above] at (150,21) {$C_3$}; |
| \draw[link] (121,25)--(136,31); |
| \node[anchor=north,font=\small] at (132,3) {$\mathcal E_{\rightarrow}=\{C_2,C_3\}$}; |
| \end{tikzpicture}''') |
| def coverage(data): |
| lines=[r'\begin{tikzpicture}[x=1mm,y=1mm]'] |
| for j,(model,title) in enumerate([('clipseg','CLIPSeg'),('groundedsam','Grounded SAM')]): |
| x=j*82 |
| lines.append(r'\node[anchor=west,font=\bfseries\small] at (%s,50) {%s};'%(x,title)) |
| lines.append(r'\begin{axis}[journal,at={(%s mm,0mm)},anchor=south west,width=64mm,height=40mm,xmin=0,xmax=6,ymin=-.02,ymax=.2,xlabel={Accepted expressions (\%%)},ylabel={$\Delta$gIoU (pp)},axis lines=left,xtick={0,1,2,3,4,5,6}]'%(x+10)) |
| coords=' '.join('(%.5f,%.6f)'%(z['coverage']*100,z['delta']*100) for z in data[model]['coverage']) |
| lines.append(r'\addplot[teal,line width=.8pt,mark=*] coordinates {'+coords+'};') |
| for z,label in zip(data[model]['coverage'],['R$_s$','R','S','L']): |
| v=z['delta']*100;lo,hi=[v*100 for v in z['ci']];xx=z['coverage']*100 |
| lines.append(r'\addplot[teal,error bars/.cd,y dir=both,y explicit] coordinates {(%.6f,%.6f) += (0,%.6f) -= (0,%.6f)};'%(xx,v,hi-v,v-lo)) |
| anchor='north east' if label.startswith('R$_s') else 'south west' |
| shift=-.004 if label.startswith('R$_s') else .003 |
| lines.append(r'\node[anchor=%s,font=\scriptsize] at (axis cs:%.5f,%.6f) {%s};'%(anchor,xx+.02,v+shift,label)) |
| lines.append(r'\end{axis}') |
| lines.append(r'\end{tikzpicture}');write('Fig6_natural_effects','\n'.join(lines)) |
| def sensitivity(data): |
| names=['primary','anchor_margin_0.02','anchor_margin_0.1','target_margin_0.02','target_margin_0.1','geometry_0.01','geometry_0.05','size_factor_0.5','size_factor_2.0','threshold_offset_-0.05','threshold_offset_0.05'] |
| labels=[r'Primary',r'$\delta_a=.02$',r'$\delta_a=.10$',r'$\delta_t=.02$',r'$\delta_t=.10$',r'$\epsilon_g=.01$',r'$\epsilon_g=.05$',r'$a_{\min}\times.5$',r'$a_{\min}\times2$',r'$t_0-.05$',r'$t_0+.05$'] |
| lines=[r'\begin{tikzpicture}[x=1mm,y=1mm]'] |
| for j,(model,title) in enumerate([('clipseg','CLIPSeg'),('groundedsam','Grounded SAM')]): |
| dx=j*82;lines.append(r'\node[anchor=west,font=\bfseries\small] at (%s,76) {%s};'%(dx,title)) |
| lines.append(r'\begin{axis}[journal,at={(%s mm,0mm)},anchor=south west,width=50mm,height=65mm,xmin=0,xmax=.18,ymin=-.7,ymax=10.7,ytick=\empty,xlabel={$\Delta$gIoU (pp)},axis lines=left,xtick={0,.05,.1,.15}]'%(dx+26)) |
| table={r['config']:r for r in data[model]['sensitivity']} |
| for i,(key,label) in enumerate(zip(names,labels)): |
| z=table[key];y=10-i;v=z['delta']*100;lo,hi=[k*100 for k in z['ci']];col='black' if i==0 else 'teal' |
| lines.append(r'\node[anchor=east,font=\scriptsize] at (axis cs:-.005,%s) {%s};'%(y,label)) |
| lines.append(r'\addplot[%s,mark=*,mark size=1.5pt,error bars/.cd,x dir=both,x explicit] coordinates {(%.6f,%s) += (%.6f,0) -= (%.6f,0)};'%(col,v,y,hi-v,v-lo)) |
| lines.append(r'\end{axis}') |
| lines.append(r'\end{tikzpicture}');write('Fig9_threshold_robustness','\n'.join(lines)) |
| def harm(data): |
| keys=['harmed','plural_union','already_correct','correct_to_incorrect','boundary_sensitive','component_filter_sensitive'] |
| labels=['Any IoU loss','Plural union','Initially correct','Crossed below .5','Geometry sensitive','Size-filter sensitive'] |
| lines=[r'\begin{tikzpicture}[x=1mm,y=1mm]'] |
| for j,(model,title) in enumerate([('clipseg','CLIPSeg'),('groundedsam','Grounded SAM')]): |
| dx=j*82;lines.append(r'\node[anchor=west,font=\bfseries\small] at (%s,61) {%s};'%(dx,title)) |
| lines.append(r'\begin{axis}[journal,at={(%s mm,0mm)},anchor=south west,width=42mm,height=51mm,xmin=0,xmax=600,ymin=-.6,ymax=5.7,ytick=\empty,xlabel={Expressions},axis lines=left,xtick={0,200,400,600}]'%(dx+38)) |
| for i,(key,label) in enumerate(zip(keys,labels)): |
| y=5-i;n=data[model]['harm']['reason_counts']['plural'] if key=='plural_union' else data[model]['harm'][key] |
| lines.append(r'\node[anchor=east,font=\scriptsize] at (axis cs:-12,%s) {%s};'%(y,label)) |
| lines.append(r'\addplot[black!60,line width=.5pt] coordinates {(0,%s)(%s,%s)};'%(y,n,y)) |
| lines.append(r'\addplot[black,only marks,mark=*,mark size=2pt] coordinates {(%s,%s)};'%(n,y)) |
| lines.append(r'\node[anchor=south west,font=\scriptsize] at (axis cs:%s,%s) {%s};'%(n,y,n)) |
| lines.append(r'\end{axis}') |
| lines.append(r'\end{tikzpicture}');write('Fig10_harm_signatures','\n'.join(lines)) |
| def rich_primary(): |
| lines=[r'\begin{tikzpicture}[x=1mm,y=1mm]'] |
| for j,(title,rows) in enumerate([('Flat',[('Grounded SAM',.0833,8.0),('CLIPSeg',4.5208,17.4792)]),('Rich',[('Grounded SAM',.5,17.3333),('CLIPSeg',3.2708,9.0)])]): |
| dx=j*82;lines.append(r'\node[anchor=west,font=\bfseries\small] at (%s,44) {%s};'%(dx,title)) |
| lines.append(r'\begin{axis}[journal,at={(%s mm,0mm)},anchor=south west,width=65mm,height=32mm,xmin=0,xmax=21,ymin=-.5,ymax=1.6,ytick=\empty,xlabel={PC$_{.5}$ (\%%)},axis lines=left,xtick={0,5,10,15,20}]'%(dx+10)) |
| for y,(model,frozen,repaired) in enumerate(rows): |
| lines.append(r'\addplot[black!55,line width=.6pt] coordinates {(%.4f,%s)(%.4f,%s)};'%(frozen,y,repaired,y)) |
| lines.append(r'\addplot[black,only marks,mark=o,mark size=2.3pt] coordinates {(%.4f,%s)};'%(frozen,y)) |
| lines.append(r'\addplot[black,only marks,mark=*,mark size=2.3pt] coordinates {(%.4f,%s)};'%(repaired,y)) |
| lines.append(r'\node[anchor=south east,font=\scriptsize] at (axis cs:20.8,%s) {%s};'%(y+.12,model)) |
| lines.append(r'\end{axis}') |
| lines.append(r'\end{tikzpicture}');write('Fig8_rich_performance','\n'.join(lines)) |
| def monochrome_legend(): |
| p=F/'Fig5_thresholds.tex';s=p.read_text() |
| start=s.index(r'\node[anchor=west,font=\sffamily\fontsize{7.8}{9}\selectfont] at (0,-17)') |
| stop=s.index(';',start)+1 |
| parts=[] |
| for x,label,style in [(0,'Frozen','dashed'),(32,'Global','densely dotted'),(64,'Anchor PC','solid'),(100,'CACP','dashdotted'),(130,'Anchor Pr','dashed')]: |
| parts.append(r'\draw[black,%s,line width=.75pt] (%s,-17)--(%s,-17);\node[anchor=west,font=\scriptsize] at (%s,-17) {%s};'%(style,x,x+5,x+6,label)) |
| if label=='Anchor Pr':parts.append(r'\draw[fill=white] (132,-17.6) rectangle (133.2,-16.4);') |
| s=s[:start]+'\n'.join(parts)+s[stop:] |
| s=s.replace('ymax=65','ymax=80').replace('teal,dashed,opacity=.5,line width=.8pt','teal,dashed,line width=.7pt,mark=square,mark size=1.5pt,mark options={fill=white}') |
| p.write_text(s) |
| def main(): |
| (F/'assets').mkdir(parents=True,exist_ok=True) |
| old.atlas();old.paired_render();old.multiplicity();old.thresholds();old.absence_tradeoff();old.rich_performance() |
| framework();rich_primary();monochrome_legend() |
| datafile=ROOT/'results/r3/review_results.json' |
| if datafile.exists(): |
| data=json.loads(datafile.read_text());coverage(data);sensitivity(data);harm(data) |
| for p in F.glob('Fig*.tex'): |
| s=p.read_text().replace(r'\sffamily',r'\rmfamily') |
| s=s.replace(r'\node[anchor=west,font=\rmfamily\bfseries\fontsize{10}{12}\selectfont] at (0,5) {A richer test of the same five command regimes};','') |
| p.write_text(s) |
| if __name__=='__main__':main() |
|
|
