🎯 Model Performance by Organelle & Dataset

Total Evaluations: 4931

Unique Setups: 28

Unique Datasets: 16

Organelles Tested: cell, ecs, er, isg, ld, mito, nuc

🔍 View Searchable Table 🏆 View Best Scores 📈 View Training Progress

cell
0.9975
Best Overall Setup: setup_20
Best Dataset: jrc_mus-pancreas-6
Iteration: 190000
Datasets Tested: 4
Total Evaluations: 955
Best per Dataset:
jrc_mus-pancreas-6: F1 = 0.9975 (setup_20)
jrc_c-elegans-op50-1: F1 = 0.9950 (setup_20)
jrc_mus-cerebellum-1: F1 = 0.9246 (setup_20)
jrc_mus-salivary-1: F1 = 0.7757 (setup_20)
View Detailed Results →
ecs
0.7397
Best Overall Setup: setup_44
Best Dataset: jrc_mus-salivary-1
Iteration: 260000
Datasets Tested: 5
Total Evaluations: 380
Best per Dataset:
jrc_mus-salivary-1: F1 = 0.7397 (setup_44)
jrc_celegans-20250414: F1 = 0.6391 (setup_44)
jrc_mus-cerebellum-1: F1 = 0.6125 (setup_44)
jrc_c-elegans-comma-1: F1 = 0.4885 (setup_44)
jrc_celegans_bw25113: F1 = 0.3732 (setup_44)
View Detailed Results →
er
0.7179
Best Overall Setup: setup_46
Best Dataset: jrc_mus-pancreas-6
Iteration: 130000
Datasets Tested: 6
Total Evaluations: 312
Best per Dataset:
jrc_mus-pancreas-6: F1 = 0.7179 (setup_46)
jrc_c-elegans-op50-1: F1 = 0.6923 (setup_46)
jrc_mus-salivary-1: F1 = 0.5945 (setup_46)
jrc_c-elegans-bw-1: F1 = 0.5577 (setup_46)
jrc_mus-cerebellum-1: F1 = 0.4390 (setup_46)
jrc_c-elegans-comma-1: F1 = 0.4214 (setup_46)
View Detailed Results →
isg
0.7112
Best Overall Setup: setup_13
Best Dataset: jrc_mus-pancreas-6
Iteration: 360000
Datasets Tested: 2
Total Evaluations: 76
Best per Dataset:
jrc_mus-pancreas-6: F1 = 0.7112 (setup_13)
jrc_mus-pancreas-5: F1 = 0.5388 (setup_13)
View Detailed Results →
ld
0.2160
Best Overall Setup: setup_48
Best Dataset: jrc_c-elegans-comma-1
Iteration: 30000
Datasets Tested: 8
Total Evaluations: 48
Best per Dataset:
jrc_c-elegans-comma-1: F1 = 0.2160 (setup_48)
jrc_celegans_bw25113: F1 = 0.1749 (setup_48)
jrc_c-elegans-bw-1: F1 = 0.1525 (setup_48)
jrc_celegans-20250414: F1 = 0.1456 (setup_48)
jrc_c-elegans-op50-1: F1 = 0.0726 (setup_48)
jrc_mus-pancreas-5: F1 = 0.0619 (setup_48)
jrc_mus-salivary-2: F1 = 0.0249 (setup_48)
jrc_mus-pancreas-6: F1 = 0.0051 (setup_48)
View Detailed Results →
mito
0.9796
Best Overall Setup: setup_40
Best Dataset: jrc_c-elegans-op50-1
Iteration: 20000
Datasets Tested: 8
Total Evaluations: 2728
Best per Dataset:
jrc_c-elegans-op50-1: F1 = 0.9796 (setup_40)
jrc_c-elegans-dlon-1: F1 = 0.9684 (setup_19)
jrc_celegans-20250414: F1 = 0.9676 (setup_19)
jrc_c-elegans-bw-1: F1 = 0.9634 (setup_19)
jrc_celegans_bw25113: F1 = 0.9604 (setup_19)
jrc_c-elegans-comma-1: F1 = 0.9546 (setup_19)
jrc_mus-pancreas-5: F1 = 0.1448 (setup_08)
jrc_mus-pancreas-6: F1 = 0.0612 (setup_07)
View Detailed Results →
nuc
0.6150
Best Overall Setup: setup_50
Best Dataset: jrc_mus-salivary-2
Iteration: 20000
Datasets Tested: 15
Total Evaluations: 432
Best per Dataset:
jrc_mus-salivary-2: F1 = 0.6150 (setup_50)
jrc_mus-pancreas-5: F1 = 0.5936 (setup_51)
jrc_mus-pancreas-7: F1 = 0.5918 (setup_10)
jrc_mus-cerebellum-2: F1 = 0.5365 (setup_50)
jrc_c-elegans-bw-1: F1 = 0.4841 (setup_50)
jrc_mus-pancreas-6: F1 = 0.4693 (setup_50)
jrc_c-elegans-op50-1: F1 = 0.4290 (setup_50)
jrc_mus-salivary-1: F1 = 0.4253 (setup_50)
jrc_celegans-20250414: F1 = 0.4228 (setup_50)
jrc_c-elegans-comma-1: F1 = 0.1966 (setup_50)
jrc_mus-pancreas-4: F1 = 0.1734 (setup_50)
jrc_mus-cerebellum-1: F1 = 0.1557 (setup_50)
jrc_mus-cerebellum-3: F1 = 0.1266 (setup_51)
jrc_mus-salivary-3: F1 = 0.1028 (setup_50)
jrc_celegans_bw25113: F1 = 0.0309 (setup_50)
View Detailed Results →