cross-channel-cell-from-hoechst-cpsam / qc /comparison_vs_stock.csv
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model,scope,metric,stock,model_value,delta,ratio
best,ALL,f1,0.3012,0.8697,0.5685,2.887
best,ALL,precision,0.3086,0.9437,0.6351,3.058
best,ALL,recall,0.2942,0.8064,0.5122,2.741
best,ALL,mAP,0.0575,0.5591,0.5016,9.723
best,ALL,aji,0.3506,0.7991,0.4485,2.279
best,ALL,pixel_iou,0.3666,0.8207,0.4541,2.239
best,ALL,dice,0.5235,0.8948,0.3713,1.709
best,ALL,count_ratio,0.9536,0.8546,-0.099,0.896
best,HFF,f1,0.3308,0.9439,0.6131,2.853
best,HFF,precision,0.3364,0.9675,0.6311,2.876
best,HFF,recall,0.3254,0.9214,0.596,2.832
best,HFF,mAP,0.0829,0.7184,0.6355,8.666
best,HFF,aji,0.3545,0.8903,0.5358,2.511
best,HFF,pixel_iou,0.3605,0.9085,0.548,2.52
best,HFF,dice,0.507,0.9477,0.4407,1.869
best,HFF,count_ratio,0.9675,0.9523,-0.0152,0.984
best,HeLa,f1,0.2192,0.7445,0.5253,3.396
best,HeLa,precision,0.2554,0.8664,0.611,3.392
best,HeLa,recall,0.192,0.6527,0.4607,3.399
best,HeLa,mAP,0.0505,0.4152,0.3647,8.222
best,HeLa,aji,0.3009,0.6911,0.3902,2.297
best,HeLa,pixel_iou,0.3069,0.6992,0.3923,2.278
best,HeLa,dice,0.4646,0.8197,0.3551,1.764
best,HeLa,count_ratio,0.7516,0.7534,0.0018,1.002
best,THP1,f1,0.3052,0.8503,0.5451,2.786
best,THP1,precision,0.3019,0.9485,0.6466,3.142
best,THP1,recall,0.3086,0.7705,0.4619,2.497
best,THP1,mAP,0.0381,0.5354,0.4973,14.052
best,THP1,aji,0.3955,0.8108,0.4153,2.05
best,THP1,pixel_iou,0.4319,0.8493,0.4174,1.966
best,THP1,dice,0.5987,0.9137,0.315,1.526
best,THP1,count_ratio,1.0222,0.8123,-0.2099,0.795
final,ALL,f1,0.3012,0.8667,0.5655,2.877
final,ALL,precision,0.3086,0.9429,0.6343,3.055
final,ALL,recall,0.2942,0.8018,0.5076,2.725
final,ALL,mAP,0.0575,0.552,0.4945,9.6
final,ALL,aji,0.3506,0.7929,0.4423,2.262
final,ALL,pixel_iou,0.3666,0.8137,0.4471,2.22
final,ALL,dice,0.5235,0.8904,0.3669,1.701
final,ALL,count_ratio,0.9536,0.8504,-0.1032,0.892
final,HFF,f1,0.3308,0.9429,0.6121,2.85
final,HFF,precision,0.3364,0.9669,0.6305,2.874
final,HFF,recall,0.3254,0.9201,0.5947,2.828
final,HFF,mAP,0.0829,0.7124,0.6295,8.593
final,HFF,aji,0.3545,0.888,0.5335,2.505
final,HFF,pixel_iou,0.3605,0.9059,0.5454,2.513
final,HFF,dice,0.507,0.9463,0.4393,1.866
final,HFF,count_ratio,0.9675,0.9516,-0.0159,0.984
final,HeLa,f1,0.2192,0.7437,0.5245,3.393
final,HeLa,precision,0.2554,0.8656,0.6102,3.389
final,HeLa,recall,0.192,0.6518,0.4598,3.395
final,HeLa,mAP,0.0505,0.4108,0.3603,8.135
final,HeLa,aji,0.3009,0.6847,0.3838,2.276
final,HeLa,pixel_iou,0.3069,0.6926,0.3857,2.257
final,HeLa,dice,0.4646,0.8152,0.3506,1.755
final,HeLa,count_ratio,0.7516,0.753,0.0014,1.002
final,THP1,f1,0.3052,0.8445,0.5393,2.767
final,THP1,precision,0.3019,0.9477,0.6458,3.139
final,THP1,recall,0.3086,0.7616,0.453,2.468
final,THP1,mAP,0.0381,0.5245,0.4864,13.766
final,THP1,aji,0.3955,0.8007,0.4052,2.025
final,THP1,pixel_iou,0.4319,0.8371,0.4052,1.938
final,THP1,dice,0.5987,0.9065,0.3078,1.514
final,THP1,count_ratio,1.0222,0.8037,-0.2185,0.786