Evaluation of the segmentation on the synaptosomal train set
| Dataset . | Map DICE . | Final DICE . | δ_d . | Δ_c (nm) . | Number of Vesicles . | TP . | FN . | FP . | F1-score . |
|---|---|---|---|---|---|---|---|---|---|
| SC 1 | 0.72 | 0.78 | 0.08 | 2.55 ± 1.91 | 223 | 188 | 35 | 19 | 0.874 |
| SC 2 | 0.84 | 0.91 | 0.06 | 2.08 ± 1.06 | 105 | 104 | 1 | 1 | 0.990 |
| SC 3 | 0.82 | 0.92 | 0.05 | 1.77 ± 0.85 | 128 | 128 | 0 | 2 | 0.992 |
| SC 4 | 0.83 | 0.89 | 0.03 | 1.78 ± 0.9 | 144 | 138 | 6 | 2 | 0.972 |
| SC 5 | 0.79 | 0.86 | 0.04 | 1.84 ± 1.01 | 214 | 190 | 24 | 3 | 0.934 |
| SC 6 | 0.76 | 0.88 | 0.04 | 1.86 ± 1.03 | 104 | 102 | 2 | 7 | 0.958 |
| SC 7 | 0.78 | 0.90 | 0.06 | 1.92 ± 0.94 | 184 | 184 | 0 | 10 | 0.974 |
| SC 8 | 0.81 | 0.90 | 0.05 | 1.76 ± 1.12 | 132 | 128 | 4 | 1 | 0.981 |
| SC 9 | 0.82 | 0.91 | 0.05 | 2.0 ± 1.15 | 135 | 132 | 3 | 3 | 0.978 |
| Average | 0.80 ± 0.04 | 0.88 ± 0.04 | 0.05 ± 0.01 | 1.95 ± 1.11 | 152.11 | 95.64% | 4.36% | 3.25% | 0.961 ± 0.04 |
| Dataset . | Map DICE . | Final DICE . | δ_d . | Δ_c (nm) . | Number of Vesicles . | TP . | FN . | FP . | F1-score . |
|---|---|---|---|---|---|---|---|---|---|
| SC 1 | 0.72 | 0.78 | 0.08 | 2.55 ± 1.91 | 223 | 188 | 35 | 19 | 0.874 |
| SC 2 | 0.84 | 0.91 | 0.06 | 2.08 ± 1.06 | 105 | 104 | 1 | 1 | 0.990 |
| SC 3 | 0.82 | 0.92 | 0.05 | 1.77 ± 0.85 | 128 | 128 | 0 | 2 | 0.992 |
| SC 4 | 0.83 | 0.89 | 0.03 | 1.78 ± 0.9 | 144 | 138 | 6 | 2 | 0.972 |
| SC 5 | 0.79 | 0.86 | 0.04 | 1.84 ± 1.01 | 214 | 190 | 24 | 3 | 0.934 |
| SC 6 | 0.76 | 0.88 | 0.04 | 1.86 ± 1.03 | 104 | 102 | 2 | 7 | 0.958 |
| SC 7 | 0.78 | 0.90 | 0.06 | 1.92 ± 0.94 | 184 | 184 | 0 | 10 | 0.974 |
| SC 8 | 0.81 | 0.90 | 0.05 | 1.76 ± 1.12 | 132 | 128 | 4 | 1 | 0.981 |
| SC 9 | 0.82 | 0.91 | 0.05 | 2.0 ± 1.15 | 135 | 132 | 3 | 3 | 0.978 |
| Average | 0.80 ± 0.04 | 0.88 ± 0.04 | 0.05 ± 0.01 | 1.95 ± 1.11 | 152.11 | 95.64% | 4.36% | 3.25% | 0.961 ± 0.04 |
Map DICE: soft DICE for the predicted map; Final DICE: final DICE after post-processing; δ d: average relative diameter deviation over all correctly detected vesicles; Δ c: center residual error average and SD (nm); Number of Vesicles: number of expected vesicles; TP: True Positive; FN: False Negative; FP: False Positive; F1-score: F1-score based on TP, FN, and FP.