Buckets:

Sor0ush
/

geometry-binding-repro

Sor0ush/geometry-binding-repro / code /outputs /fig_paper_table_correlations.html

Sor0ush's picture

21 days ago

11.2 kB

	<html>
	<head><meta charset="utf-8" /></head>
	<body>
	<div style="height:520px; width:1100px;"> <script>window.PlotlyConfig = {MathJaxConfig: 'local'};</script>
	<script charset="utf-8" src="https://cdn.plot.ly/plotly-3.7.0.min.js" integrity="sha256-jvTGqxNp8AGWEcvNLVuKr+8j5dGe9Yw51LQkmDH+IYA=" crossorigin="anonymous"></script> <div id="f3e52569-9a41-408b-b1f3-f828a886dd17" class="plotly-graph-div" style="height:100%; width:100%;"></div> <script> window.PLOTLYENV=window.PLOTLYENV \|\| {}; if (document.getElementById("f3e52569-9a41-408b-b1f3-f828a886dd17")) { Plotly.newPlot( "f3e52569-9a41-408b-b1f3-f828a886dd17", [{"mode":"markers","name":"G.PR","text":["Barlow Twins","VICReg","SwAV","DINOv2 ViT-B\u002f14","DINOv2 ViT-S\u002f14","DINOv2 ViT-L\u002f14","MoCo v3","MAE ViT-L\u002f16","DINO ViT-S\u002f16","DINO ViT-B\u002f16","DINOv2 ViT-g\u002f14","MAE ViT-B\u002f16","ViT-L\u002f16","BEiTv2","ConvNeXt Large","ViT-B\u002f16","ConvNeXt Base","CLIP ViT-B\u002f16","CLIP ViT-L\u002f14","SigLIP ViT-B\u002f16","SigLIP SoViT-400M","BEiT","CLIP ViT-B\u002f32","EVA-CLIP ViT-E\u002f14","EVA-CLIP ViT-B\u002f16","EVA-CLIP ViT-L\u002f14"],"x":[0.11,0.06,0.08,0.22,0.29,0.21,0.11,0.01,0.21,0.11,0.14,0.0,0.11,0.11,0.12,0.19,0.0,0.14,0.13,0.09,0.07,0.07,0.14,0.08,0.14,0.1],"y":[44.6,43.6,34.0,30.2,27.0,23.799999999999997,22.400000000000002,22.0,19.6,19.6,19.6,18.2,18.2,17.8,16.0,15.6,14.6,13.8,13.0,12.8,12.8,12.6,12.6,12.6,12.4,9.0],"type":"scatter","xaxis":"x","yaxis":"y"},{"mode":"markers","name":"G.Iso","text":["Barlow Twins","VICReg","SwAV","DINOv2 ViT-B\u002f14","DINOv2 ViT-S\u002f14","DINOv2 ViT-L\u002f14","MoCo v3","MAE ViT-L\u002f16","DINO ViT-S\u002f16","DINO ViT-B\u002f16","DINOv2 ViT-g\u002f14","MAE ViT-B\u002f16","ViT-L\u002f16","BEiTv2","ConvNeXt Large","ViT-B\u002f16","ConvNeXt Base","CLIP ViT-B\u002f16","CLIP ViT-L\u002f14","SigLIP ViT-B\u002f16","SigLIP SoViT-400M","BEiT","CLIP ViT-B\u002f32","EVA-CLIP ViT-E\u002f14","EVA-CLIP ViT-B\u002f16","EVA-CLIP ViT-L\u002f14"],"x":[0.91,0.91,0.89,0.94,0.94,0.94,0.9,0.71,0.9,0.9,0.93,0.33,0.9,0.9,0.89,0.94,0.22,0.91,0.92,0.91,0.9,0.9,0.91,0.92,0.92,0.91],"y":[44.6,43.6,34.0,30.2,27.0,23.799999999999997,22.400000000000002,22.0,19.6,19.6,19.6,18.2,18.2,17.8,16.0,15.6,14.6,13.8,13.0,12.8,12.8,12.6,12.6,12.6,12.4,9.0],"type":"scatter","xaxis":"x","yaxis":"y"},{"marker":{"color":["#2ca02c","#2ca02c","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#1f77b4","#d62728","#d62728","#1f77b4","#1f77b4","#1f77b4","#d62728","#1f77b4","#1f77b4","#1f77b4"],"size":10},"mode":"markers","name":"JER","text":["Barlow Twins","VICReg","SwAV","DINOv2 ViT-B\u002f14","DINOv2 ViT-S\u002f14","DINOv2 ViT-L\u002f14","MoCo v3","MAE ViT-L\u002f16","DINO ViT-S\u002f16","DINO ViT-B\u002f16","DINOv2 ViT-g\u002f14","MAE ViT-B\u002f16","ViT-L\u002f16","BEiTv2","ConvNeXt Large","ViT-B\u002f16","ConvNeXt Base","CLIP ViT-B\u002f16","CLIP ViT-L\u002f14","SigLIP ViT-B\u002f16","SigLIP SoViT-400M","BEiT","CLIP ViT-B\u002f32","EVA-CLIP ViT-E\u002f14","EVA-CLIP ViT-B\u002f16","EVA-CLIP ViT-L\u002f14"],"x":[28.8,28.8,29.9,24.2,26.8,23.1,16.3,25.5,26.3,24.0,21.7,27.9,14.9,19.8,14.1,17.1,18.7,20.8,18.7,23.1,19.0,20.9,21.7,19.4,19.0,18.1],"y":[44.6,43.6,34.0,30.2,27.0,23.799999999999997,22.400000000000002,22.0,19.6,19.6,19.6,18.2,18.2,17.8,16.0,15.6,14.6,13.8,13.0,12.8,12.8,12.6,12.6,12.6,12.4,9.0],"type":"scatter","xaxis":"x2","yaxis":"y2"}], {"template":{"data":{"barpolar":[{"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"white","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"#C8D4E3","linecolor":"#C8D4E3","minorgridcolor":"#C8D4E3","startlinecolor":"#2a3f5f"},"type":"carpet"}],"choropleth":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"choropleth"}],"contourcarpet":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"contourcarpet"}],"contour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"contour"}],"heatmap":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"heatmap"}],"histogram2dcontour":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2dcontour"}],"histogram2d":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"histogram2d"}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"mesh3d":[{"colorbar":{"outlinewidth":0,"ticks":""},"type":"mesh3d"}],"parcoords":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"parcoords"}],"pie":[{"automargin":true,"type":"pie"}],"scatter3d":[{"line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatter3d"}],"scattercarpet":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattercarpet"}],"scattergeo":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergeo"}],"scattergl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattergl"}],"scattermapbox":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermapbox"}],"scattermap":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scattermap"}],"scatterpolargl":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolargl"}],"scatterpolar":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterpolar"}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"scatterternary":[{"marker":{"colorbar":{"outlinewidth":0,"ticks":""}},"type":"scatterternary"}],"surface":[{"colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"type":"surface"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}]},"layout":{"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"autotypenumbers":"strict","coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]],"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]},"colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"geo":{"bgcolor":"white","lakecolor":"white","landcolor":"white","showlakes":true,"showland":true,"subunitcolor":"#C8D4E3"},"hoverlabel":{"align":"left"},"hovermode":"closest","mapbox":{"style":"light"},"paper_bgcolor":"white","plot_bgcolor":"white","polar":{"angularaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""},"bgcolor":"white","radialaxis":{"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":""}},"scene":{"xaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"yaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"},"zaxis":{"backgroundcolor":"white","gridcolor":"#DFE8F3","gridwidth":2,"linecolor":"#EBF0F8","showbackground":true,"ticks":"","zerolinecolor":"#EBF0F8"}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"ternary":{"aaxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"baxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""},"bgcolor":"white","caxis":{"gridcolor":"#DFE8F3","linecolor":"#A2B1C6","ticks":""}},"title":{"x":0.05},"xaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2},"yaxis":{"automargin":true,"gridcolor":"#EBF0F8","linecolor":"#EBF0F8","ticks":"","title":{"standoff":15},"zerolinecolor":"#EBF0F8","zerolinewidth":2}}},"xaxis":{"anchor":"y","domain":[0.0,0.45],"title":{"text":"Metric value"}},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Binding acc (%)"}},"xaxis2":{"anchor":"y2","domain":[0.55,1.0],"title":{"text":"JER"}},"yaxis2":{"anchor":"x2","domain":[0.0,1.0]},"annotations":[{"font":{"size":16},"showarrow":false,"text":"Geometry vs Binding (null)","x":0.225,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"JER vs Binding (strong)","x":0.775,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"}],"title":{"text":"Paper Table 3 recompute (n=26): G.PR r=0.10 (p=0.62), JER r=0.69 (p=1.1e-04), JER+Disc R²=0.78"},"height":520,"width":1100}, {"responsive": true} ) }; </script> </div>
	</body>
	</html>

Xet Storage Details

Size:: 11.2 kB
Xet hash:: 19ed45de768e2042ab90b92e6cca7225282f895f296b7b9a08d5765216ff66ea

Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.