Leaderboard Neuron Segmentation
Results for the neuron segmentation category, averaged over all samples.
Group | Submission | CREMI score | VOI split | VOI merge | ARAND |
---|---|---|---|---|---|
DIVE | ag35-5 | 0.793 | 1.491 | 0.296 | 0.358 |
IAL | LMC V4 | 0.447 | 0.622 | 0.295 | 0.219 |
IAL | MutexWS4 | 0.342 | 0.364 | 0.288 | 0.182 |
IAL | LMC V2 | 0.446 | 0.629 | 0.285 | 0.219 |
VIDAR | unet3d | 0.534 | 0.833 | 0.282 | 0.256 |
IAL | LMC V5 | 0.398 | 0.597 | 0.272 | 0.184 |
DIVE | pi-net | 0.728 | 1.480 | 0.270 | 0.305 |
PCH | ifn_x0 | 0.634 | 1.261 | 0.257 | 0.266 |
JRC | LSDLR | 0.344 | 0.336 | 0.256 | 0.203 |
DIVE | newSeg | 0.752 | 1.471 | 0.252 | 0.335 |
VCG | mala-seg | 0.349 | 0.452 | 0.245 | 0.179 |
DIVE | focalMST | 0.603 | 1.027 | 0.244 | 0.289 |
DIVE | seg5 | 0.730 | 1.423 | 0.243 | 0.328 |
DIVE | seg1 | 0.745 | 1.461 | 0.242 | 0.333 |
DIVE | seg2 | 0.735 | 1.438 | 0.239 | 0.330 |
DIVE | seg8 | 0.717 | 1.388 | 0.239 | 0.325 |
DIVE | seg9 | 0.711 | 1.381 | 0.234 | 0.322 |
DIVE | seg7 | 0.717 | 1.398 | 0.232 | 0.324 |
IAL | LMC V1 | 0.399 | 0.646 | 0.211 | 0.187 |
IAL | CMaskSP2 | 0.327 | 0.339 | 0.205 | 0.201 |
PCH | ori_x0 | 0.661 | 1.409 | 0.204 | 0.272 |
DIVE | CRNNGate | 0.514 | 1.191 | 0.196 | 0.194 |
IAL | UnetLRLC | 0.325 | 0.463 | 0.188 | 0.164 |
IAL | CMaskSP1 | 0.317 | 0.360 | 0.186 | 0.187 |
PCH | UNet_dim | 0.312 | 0.513 | 0.180 | 0.141 |
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 |
---|---|---|---|---|---|---|---|
HSS | 3DUNet | 65.34 | 43440.3 | 22443.3 | 0.106 | 63.26 | 67.43 |
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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.