Leaderboard Neuron Segmentation
Results for the neuron segmentation category, averaged over all samples.
Group | Submission | CREMI score | VOI split | VOI merge | ARAND |
---|---|---|---|---|---|
IAL | spUNet1 | 0.504 | 0.873 | 0.091 | 0.266 |
DIVE | ag35-42 | 0.553 | 0.999 | 0.150 | 0.267 |
DIVE | MSTW | 0.537 | 0.915 | 0.168 | 0.268 |
VIDAR | mala_py3 | 0.543 | 0.724 | 0.374 | 0.270 |
IAL | spUNetHC | 0.540 | 0.755 | 0.325 | 0.271 |
PCH | ori_x0 | 0.661 | 1.409 | 0.204 | 0.272 |
DIVE | CRunet1 | 0.619 | 1.141 | 0.381 | 0.275 |
PCH | inp_x4 | 0.597 | 1.158 | 0.149 | 0.281 |
FI-NCA | UnetMF | 0.608 | 0.772 | 0.534 | 0.283 |
DIVE | Segment | 0.670 | 1.275 | 0.315 | 0.287 |
DIVE | focalMST | 0.603 | 1.027 | 0.244 | 0.289 |
DIVE | seg&BW | 0.679 | 1.287 | 0.318 | 0.292 |
DIVE | SegCleft | 0.679 | 1.286 | 0.319 | 0.292 |
FI-NCA | SwTr | 0.602 | 0.919 | 0.321 | 0.294 |
DIVE | segBC018 | 0.717 | 1.347 | 0.422 | 0.296 |
DIVE | SegClef1 | 0.723 | 1.365 | 0.425 | 0.298 |
DIVE | CRunet22 | 0.746 | 1.522 | 0.438 | 0.298 |
DIVE | ftSeg2 | 0.698 | 1.218 | 0.436 | 0.299 |
VIDAR | mala_py2 | 0.675 | 1.365 | 0.174 | 0.300 |
DIVE | seg&BW1 | 0.699 | 1.320 | 0.319 | 0.303 |
DIVE | seg&BW4 | 0.700 | 1.322 | 0.321 | 0.303 |
DIVE | segBW1 | 0.693 | 1.296 | 0.314 | 0.304 |
DIVE | pi-net | 0.728 | 1.480 | 0.270 | 0.305 |
DIVE | seg&BW2 | 0.701 | 1.307 | 0.327 | 0.306 |
DIVE | seg&BW5 | 0.702 | 1.308 | 0.328 | 0.307 |
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 | FgDT05 | 124.93 | 15650.7 | 88933.3 | 0.165 | 41.04 | 208.83 |
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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.