From eab822f7efa0332a26ae2800730d2aa6159366a8 Mon Sep 17 00:00:00 2001 From: BaihongZhou Date: Fri, 4 Sep 2026 16:47:37 +0800 Subject: [PATCH 1/2] update with D calculation for concurrence. --- data/QE_results_table.csv | 34 +++++++++++++++++----------------- 1 file changed, 17 insertions(+), 17 deletions(-) diff --git a/data/QE_results_table.csv b/data/QE_results_table.csv index b43ffa2..f812a28 100644 --- a/data/QE_results_table.csv +++ b/data/QE_results_table.csv @@ -1,25 +1,25 @@ train_size,model,pairing,concurrence,uncertainty,deltaD,epoch,val_loss -15,Sup(Cls),53.4,0.317275112,0.009233723,2.91,212,1.39 -15,SSL,45.25,0.31727510850872553 ,0.009398122,2.96,234,1.46 -15,Nominal,48.28,0.0.3172751048648882 ,0.005873428,1.85,277,1.11 +15,New_cls,53.4,0.4581336618365874,0.027926028926875554,6.095607298,212,1.39 +15,SSL,45.25,0.4581336523719444,0.02841081322361918,6.201424645,234,1.46 +15,Nominal,48.28,0.458133642482828,0.017763518783347206,3.877366152,277,1.11 43,Ablation,81.48,,,1.24,150,0.92 -15,Scratch,24.32,0.3172751068945792 ,0.008487499,2.68,198,1.87 +15,Scratch,24.32,0.458133647674493,0.025563314049426508,5.579881369,198,1.87 15,Ref.,,,,5.26,, -148,Sup(Cls),79.66,0.317275124,0.006299541,1.99,263,1.06 -148,SSL,79.33,0.31727512144695913 ,0.00596527,1.88,282,1.02 -148,Nominal,82.17,0.31727511722751667 ,0.005110662,1.61,145,0.87 +148,New_cls,79.66,0.4581336961921307,0.019057319235956216,4.159772441,263,1.06 +148,SSL,79.33,0.4581336883857032,0.018045034277366173,3.938814092,282,1.02 +148,Nominal,82.17,0.4581336768875195,0.015457915452098426,3.374105907,145,0.87 130,Ablation,81.51,,,1.23,67,0.89 -148,Scratch,79.63,0.3172751179207626 ,0.005974764,1.88,255,1.03 +148,Scratch,79.63,0.4581336782705998,0.01807394046326428,3.945123731,255,1.03 148,Ref.,,,,5.26,, -1475,Sup(Cls),82.15,0.31727511998369257,0.00536138,1.69,247,0.92 -1475,SSL,81.99,0.31727512192820495 ,0.005375401,1.69,171,0.91 -1475,Nominal,82.38,0.317275117,0.00504423,1.59,63,0.86 +1475,New_cls,82.15,0.4581336843221533,0.016216868116000323,3.539767686,247,0.92 +1475,SSL,81.99,0.4581336897981003,0.016259286619584045,3.549026623,171,0.91 +1475,Nominal,82.38,0.458133675273627,0.01525685998958257,3.330220155,63,0.86 302,Ablation,81.69,,,1.23,56,0.88 -1475,Scratch,81.83,0.31727511771273925 ,0.005209769,1.64,87,0.91 +1475,Scratch,81.83,0.4581336781410443,0.015757842770441684,3.439573103,87,0.91 1475,Ref.,,,,5.26,, -2050,Sup(Cls),82.34,0.31727512,0.005286654,1.67,178,0.91 -2950,SSL,82.19,0.3172751210597295 ,0.0.0053636948212974255 ,1.69,105,0.9 -2950,Nominal,81.96,0.3172751181026061 ,0.005058945,1.59,48,0.86 +2050,New_cls,82.34,0.4581336835756336,0.01599061472769591,3.490381804,178,0.91 +2950,SSL,82.19,0.4581336872484383,0.016223724910405166,3.541264343,105,0.9 +2950,Nominal,81.96,0.4581336793386201,0.015301446832329021,3.339952403,48,0.86 432,Ablation,81.95,,,1.24,71,0.88 -2950,Scratch,81.12,0.3172751174784595 ,0.005097862,1.61,55,0.89 -2950,Ref.,,,,5.26,, \ No newline at end of file +2950,Scratch,81.12,0.4581336775580152,0.015419168672608246,3.365648375,55,0.89 +2950,Ref.,,,,5.26,, From a85485b48b48244c0b62f7a6400995e0a365c760 Mon Sep 17 00:00:00 2001 From: BaihongZhou Date: Fri, 4 Sep 2026 16:50:13 +0800 Subject: [PATCH 2/2] rename. --- data/QE_results_table.csv | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/data/QE_results_table.csv b/data/QE_results_table.csv index f812a28..62be185 100644 --- a/data/QE_results_table.csv +++ b/data/QE_results_table.csv @@ -1,23 +1,23 @@ train_size,model,pairing,concurrence,uncertainty,deltaD,epoch,val_loss -15,New_cls,53.4,0.4581336618365874,0.027926028926875554,6.095607298,212,1.39 +15,Sup(Cls),53.4,0.4581336618365874,0.027926028926875554,6.095607298,212,1.39 15,SSL,45.25,0.4581336523719444,0.02841081322361918,6.201424645,234,1.46 15,Nominal,48.28,0.458133642482828,0.017763518783347206,3.877366152,277,1.11 43,Ablation,81.48,,,1.24,150,0.92 15,Scratch,24.32,0.458133647674493,0.025563314049426508,5.579881369,198,1.87 15,Ref.,,,,5.26,, -148,New_cls,79.66,0.4581336961921307,0.019057319235956216,4.159772441,263,1.06 +148,Sup(Cls),79.66,0.4581336961921307,0.019057319235956216,4.159772441,263,1.06 148,SSL,79.33,0.4581336883857032,0.018045034277366173,3.938814092,282,1.02 148,Nominal,82.17,0.4581336768875195,0.015457915452098426,3.374105907,145,0.87 130,Ablation,81.51,,,1.23,67,0.89 148,Scratch,79.63,0.4581336782705998,0.01807394046326428,3.945123731,255,1.03 148,Ref.,,,,5.26,, -1475,New_cls,82.15,0.4581336843221533,0.016216868116000323,3.539767686,247,0.92 +1475,Sup(Cls),82.15,0.4581336843221533,0.016216868116000323,3.539767686,247,0.92 1475,SSL,81.99,0.4581336897981003,0.016259286619584045,3.549026623,171,0.91 1475,Nominal,82.38,0.458133675273627,0.01525685998958257,3.330220155,63,0.86 302,Ablation,81.69,,,1.23,56,0.88 1475,Scratch,81.83,0.4581336781410443,0.015757842770441684,3.439573103,87,0.91 1475,Ref.,,,,5.26,, -2050,New_cls,82.34,0.4581336835756336,0.01599061472769591,3.490381804,178,0.91 +2050,Sup(Cls),82.34,0.4581336835756336,0.01599061472769591,3.490381804,178,0.91 2950,SSL,82.19,0.4581336872484383,0.016223724910405166,3.541264343,105,0.9 2950,Nominal,81.96,0.4581336793386201,0.015301446832329021,3.339952403,48,0.86 432,Ablation,81.95,,,1.24,71,0.88