Leaderboard Neuron Segmentation
Results for the neuron segmentation category, averaged over all samples.
Group | Submission | CREMI score | VOI split | VOI merge | ARAND |
---|---|---|---|---|---|
FI-NCA | UnetMF | 0.608 | 0.772 | 0.534 | 0.283 |
IAL | UnetLRMC | 0.410 | 0.442 | 0.374 | 0.208 |
IAL | UnetLRLC | 0.325 | 0.463 | 0.188 | 0.164 |
IAL | UnetLRIF | 0.242 | 0.350 | 0.135 | 0.121 |
IAL | UnetLMC2 | 0.221 | 0.339 | 0.115 | 0.108 |
PCH | UNet_no | 0.285 | 0.475 | 0.129 | 0.135 |
PCH | UNet_mis | 0.272 | 0.453 | 0.113 | 0.131 |
PCH | UNet_inp | 0.277 | 0.438 | 0.131 | 0.137 |
PCH | UNet_hw | 0.990 | 1.828 | 0.529 | 0.419 |
PCH | UNet_dip | 0.310 | 0.501 | 0.158 | 0.146 |
PCH | UNet_dim | 0.312 | 0.513 | 0.180 | 0.141 |
PCH | UNet_aut | 0.286 | 0.479 | 0.127 | 0.135 |
Rhoana | Test1 | 1.162 | 1.646 | 1.179 | 0.486 |
FI-NCA | SwTr | 0.602 | 0.919 | 0.321 | 0.294 |
SCI | Submission_1 | 1.088 | 1.782 | 0.556 | 0.518 |
SeungLab-eding | Seung-ed | 1.525 | 0.895 | 2.160 | 0.764 |
DIVE | Segment | 0.670 | 1.275 | 0.315 | 0.287 |
DIVE | SegCleft | 0.679 | 1.286 | 0.319 | 0.292 |
DIVE | SegClef1 | 0.723 | 1.365 | 0.425 | 0.298 |
DIVE | RUseg | 2.976 | 6.003 | 3.121 | 0.972 |
PNI | RS-UNet2 | 0.246 | 0.318 | 0.158 | 0.127 |
PNI | RS-UNet1 | 0.258 | 0.435 | 0.076 | 0.130 |
PNI | RS-UNet0 | 0.248 | 0.376 | 0.092 | 0.134 |
PNI | PNIUNet8 | 0.237 | 0.349 | 0.114 | 0.122 |
PNI | PNIUNet7 | 0.228 | 0.345 | 0.106 | 0.116 |
Legend
- CREMI score
- The geometric mean of (VOI split + VOI merge) and ARAND.
- VOI split and merge
- The Variation of Information between a segmentation X and ground truth Y. The split and merge parts correspond to the conditional entropies H(X|Y) and H(Y|X), respectively.
- ARAND
- The Adapted Rand Error, i.e., 1.0 - Rand F-Score.
For each value, lower is better.
Leaderboard Synaptic Cleft Detection
Results for the synaptic cleft detection category, averaged over all samples.
Group | Submission | CREMI score | FP | FN | 1 - F-score | ADGT | ADF |
---|---|---|---|---|---|---|---|
VCG | FgSm0805 | 54.23 | 111486.0 | 4917.0 | 0.142 | 84.04 | 24.43 |
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Legend
- CREMI score
- The mean of ADGT and ADF. We are not including the F-Score for now, as our current way of computing it can lead to unfair comparison. We are working on a more robust measure and will update the results accordingly.
- FP, FN, and F-Score
- The False Positives, False Negatives, and the resulting F-Score in the clefts detection volume. See metrics for details.
- ADGT
- The average distance of any found cleft voxel to the closest ground truth cleft voxel.
- ADF
- The average distance of any ground truth cleft voxel to the closest found cleft voxel.
For each value, lower is better (F-Score shown as 1 - F-Score).
Leaderboard Synaptic Partner Identification
Results for the synaptic partner identification category, averaged over all samples.
Group | Submission | CREMI score | FP | FN |
---|---|---|---|---|
AnonumoysGroup | PrTrn66 | 0.620 | 238.000 | 451.667 |
NO2 | lr_affin | 0.567 | 118.333 | 450.000 |
PNI | asyn_ori | 0.493 | 310.000 | 302.333 |
PNI | asyn_at1 | 0.490 | 274.333 | 314.667 |
HCBS | Tr66t-01 | 0.469 | 182.667 | 318.667 |
PNI | asyn_at0 | 0.468 | 293.333 | 297.000 |
HCBS | PrnTrn66 | 0.465 | 178.667 | 322.333 |
IAL | PSP_full | 0.464 | 187.333 | 310.000 |
IAL | PSP_unar | 0.461 | 266.667 | 281.000 |
DIVE | PTR_V2 | 0.453 | 162.667 | 333.667 |
HCBS | Tr66comb | 0.451 | 219.000 | 292.333 |
HCBS | Tr66_80K | 0.449 | 223.000 | 286.667 |
NO2 | lr_balan | 0.447 | 175.333 | 314.000 |
PNI | asyn_mod | 0.423 | 367.667 | 262.333 |
- 14 items
Legend
- CREMI score
- 1 - F-Score of the FP and FN.
- FP, FN
- The False Positives and False Negatives synaptic partner pairs. See metrics for details.
For each value, lower is better.