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Add comprehensive evaluation and ablation summaries

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mzYang
2026-03-27 22:11:07 +08:00
parent 17f69f963f
commit b8696d0c54
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example/results/ablations/ablation_summary.csv Normal file
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avg_jsd,avg_ks,avg_lag1_diff,avg_psd_l1,continuous_mmd_rbf,corr_mean_abs_diff,discriminative_accuracy,memorization_ratio,post_avg_jsd,post_avg_ks,post_avg_lag1_diff,predictive_rmse_real,predictive_rmse_synth,run_dir,seed,utility_auprc_aug,utility_auprc_real,utility_auprc_synth,variant
0.02154500462890076,0.39950668238993714,0.2994253248181626,0.019868340343236923,0.6485295295715332,0.21394668519496918,1.0,2.98201284485682,,,,0.5583509206771851,0.9607057571411133,/root/autodl-tmp/mask-ddpm/example/results/ablations/runs/no_snr_weight__seed1337,1337,0.637313246257706,0.6527744226377132,0.5839558451818384,no_snr_weight
0.017899328657243745,0.4130987421383648,0.3108961322076135,0.02026984840631485,0.6504309177398682,0.21265330910682678,1.0,2.948979736458853,,,,0.5583509206771851,0.9654670357704163,/root/autodl-tmp/mask-ddpm/example/results/ablations/runs/no_quantile_loss__seed1337,1337,0.6451654579890704,0.6527744226377132,0.5904586531962263,no_quantile_loss
0.02930392024585336,0.4039510220125786,0.28531566380969187,0.019299142062664032,0.6561890840530396,0.21048887073993683,1.0,2.953516468815496,,,,0.5583509206771851,0.9696047902107239,/root/autodl-tmp/mask-ddpm/example/results/ablations/runs/no_residual_stat__seed1337,1337,0.6465074146607899,0.6527744226377132,0.5848963274786471,no_residual_stat
0.10238307146791868,0.48224064465408806,0.7276772745273601,0.026633866131305695,0.4687999486923218,0.1948104053735733,1.0,3.5463823500232126,,,,0.5583509206771851,0.9675812721252441,/root/autodl-tmp/mask-ddpm/example/results/ablations/runs/eps_target__seed1337,1337,0.6466204571725106,0.6527744226377132,0.5817769935282933,eps_target
1 avg_jsd avg_ks avg_lag1_diff avg_psd_l1 continuous_mmd_rbf corr_mean_abs_diff discriminative_accuracy memorization_ratio post_avg_jsd post_avg_ks post_avg_lag1_diff predictive_rmse_real predictive_rmse_synth run_dir seed utility_auprc_aug utility_auprc_real utility_auprc_synth variant
2 0.02154500462890076 0.39950668238993714 0.2994253248181626 0.019868340343236923 0.6485295295715332 0.21394668519496918 1.0 2.98201284485682 0.5583509206771851 0.9607057571411133 /root/autodl-tmp/mask-ddpm/example/results/ablations/runs/no_snr_weight__seed1337 1337 0.637313246257706 0.6527744226377132 0.5839558451818384 no_snr_weight
3 0.017899328657243745 0.4130987421383648 0.3108961322076135 0.02026984840631485 0.6504309177398682 0.21265330910682678 1.0 2.948979736458853 0.5583509206771851 0.9654670357704163 /root/autodl-tmp/mask-ddpm/example/results/ablations/runs/no_quantile_loss__seed1337 1337 0.6451654579890704 0.6527744226377132 0.5904586531962263 no_quantile_loss
4 0.02930392024585336 0.4039510220125786 0.28531566380969187 0.019299142062664032 0.6561890840530396 0.21048887073993683 1.0 2.953516468815496 0.5583509206771851 0.9696047902107239 /root/autodl-tmp/mask-ddpm/example/results/ablations/runs/no_residual_stat__seed1337 1337 0.6465074146607899 0.6527744226377132 0.5848963274786471 no_residual_stat
5 0.10238307146791868 0.48224064465408806 0.7276772745273601 0.026633866131305695 0.4687999486923218 0.1948104053735733 1.0 3.5463823500232126 0.5583509206771851 0.9675812721252441 /root/autodl-tmp/mask-ddpm/example/results/ablations/runs/eps_target__seed1337 1337 0.6466204571725106 0.6527744226377132 0.5817769935282933 eps_target