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CT/liver/experiments/benchmark/clinical_logistic/method.json

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CT/liver/experiments/benchmark/clinical_logistic/metrics.json

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CT/liver/experiments/benchmark/densenet121_ct_only/best_metrics.json

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CT/liver/experiments/benchmark/densenet121_ct_only/history.csv

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CT/liver/experiments/benchmark/full_multitask/latest_metrics.json

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+{
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+}

CT/liver/experiments/benchmark/full_multitask/metrics.json

@@ -0,0 +1,40 @@
+{
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+}

CT/liver/experiments/recent_benchmark/benchmark_summary.csv

@@ -0,0 +1,6 @@
+method_id,family,task_scope,source,num_cases,dice_class_1,dice_class_2,dice_mean_fg,iou_mean_fg,nsd_class_1,nsd_class_2,response_acc,response_balanced_acc,response_macro_f1,response_ovr_auc,progression_auc,progression_ap,progression_brier,progression_ece,progression_bal_acc,pfs_cindex,os_cindex,ttp_cindex,status,loss,assd_class_1,assd_class_2,iou_class_1,iou_class_2,best_epoch,elapsed_seconds,param_count,architecture
+nnunet_resenc_2024,recent_segmentation,liver_tumor_segmentation,"nnU-Net Revisited, MICCAI 2024",46,0.9126369433137621,0.5902346459861425,0.7514357946499525,0.6632645329018417,0.9016205417747835,0.6358732780884903,,,,,,,,,,,,,done,1.7080307538094728,2.4074454592621843,14.779516767371785,0.8478795121338804,0.47864955366980333,70,2413.4092383384705,17416515,nnunet_resenc_miccai2024
+transunet_media_2024,recent_segmentation,liver_tumor_segmentation,"TransUNet, Medical Image Analysis 2024",46,0.9039222611585274,0.5603816967468935,0.7321519789527106,0.6420156615066245,0.8911523727562632,0.600653113097044,,,,,,,,,,,,,done,1.8115511277447576,2.414460143317347,16.115811130735608,0.8351478517355801,0.44888347127766853,65,2319.4363996982574,6706035,transunet_media2024
+segmamba_miccai_2024,recent_segmentation,liver_tumor_segmentation,"SegMamba, MICCAI 2024",46,0.917580674280484,0.6234697894994067,0.7705252318899455,0.6780643042444527,0.8948564033960832,0.6574327461572899,,,,,,,,,,,,,done,1.5784972083309423,2.471635471219602,14.042760848999023,0.8533532376006923,0.5027753708882134,60,2483.206691265106,8270979,segmamba_miccai2024
+swin_umamba_miccai_2024,recent_segmentation,liver_tumor_segmentation,"Swin-UMamba, MICCAI 2024",46,0.9162887902135288,0.6046709347412149,0.7604798624773719,0.6700549184990101,0.9021650664757124,0.644573428596619,,,,,,,,,,,,,done,1.6404491209465524,2.2649674648823948,16.646440686119927,0.8522970906365213,0.4878127463614988,67,2905.906260728836,8223037,swin_umamba_miccai2024
+hybridmamba_miccai_2025,recent_segmentation,liver_tumor_segmentation,"HybridMamba, MICCAI 2025",46,0.9185862009152502,0.5631227825140014,0.7408544917146258,0.6536052539762597,0.8958093296138666,0.5967041701029694,,,,,,,,,,,,,done,1.764966082961663,2.3100093136663022,15.636598330073886,0.8543956615905772,0.452814846361942,55,2951.7045664787292,8632719,hybridmamba_miccai2025

CT/liver/experiments/recent_benchmark/benchmark_summary.md

@@ -0,0 +1,6 @@
+method_id,family,task_scope,source,num_cases,dice_class_1,dice_class_2,dice_mean_fg,iou_mean_fg,nsd_class_1,nsd_class_2,response_acc,response_balanced_acc,response_macro_f1,response_ovr_auc,progression_auc,progression_ap,progression_brier,progression_ece,progression_bal_acc,pfs_cindex,os_cindex,ttp_cindex,status,loss,assd_class_1,assd_class_2,iou_class_1,iou_class_2,best_epoch,elapsed_seconds,param_count,architecture
+nnunet_resenc_2024,recent_segmentation,liver_tumor_segmentation,"nnU-Net Revisited, MICCAI 2024",46,0.9126369433137621,0.5902346459861425,0.7514357946499525,0.6632645329018417,0.9016205417747835,0.6358732780884903,,,,,,,,,,,,,done,1.7080307538094728,2.4074454592621843,14.779516767371785,0.8478795121338804,0.47864955366980333,70,2413.4092383384705,17416515,nnunet_resenc_miccai2024
+transunet_media_2024,recent_segmentation,liver_tumor_segmentation,"TransUNet, Medical Image Analysis 2024",46,0.9039222611585274,0.5603816967468935,0.7321519789527106,0.6420156615066245,0.8911523727562632,0.600653113097044,,,,,,,,,,,,,done,1.8115511277447576,2.414460143317347,16.115811130735608,0.8351478517355801,0.44888347127766853,65,2319.4363996982574,6706035,transunet_media2024
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CT/liver/experiments/tmp_eval_improved_v2_init/case_metrics.csv

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CT/liver/experiments/tmp_eval_improved_v2_init/metrics.json

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