Leaderboard Neuron Segmentation
Results for the neuron segmentation category, averaged over all samples.
Group | Submission | CREMI score | VOI split | VOI merge | ARAND |
---|---|---|---|---|---|
JRC | MTLSD | 0.266 | 0.380 | 0.116 | 0.144 |
JRC | MTLR | 0.269 | 0.395 | 0.130 | 0.138 |
JRC | MALAMCv2 | 0.276 | 0.490 | 0.089 | 0.132 |
JRC | MALA v2 | 0.286 | 0.479 | 0.127 | 0.135 |
JRC | MALALMC2 | 0.294 | 0.400 | 0.168 | 0.154 |
JRC | MALAMCv3 | 0.300 | 0.584 | 0.062 | 0.140 |
JRC | MALAMC | 0.317 | 0.497 | 0.170 | 0.152 |
JRC | MTLSD_L | 0.318 | 0.386 | 0.153 | 0.190 |
JRC | MALA v1 | 0.327 | 0.524 | 0.165 | 0.156 |
JRC | LSDLR | 0.344 | 0.336 | 0.256 | 0.203 |
JRC | MALALMC | 0.352 | 0.640 | 0.116 | 0.165 |
IIL+DIVE@TAMU | new_segm | 2.671 | 0.928 | 6.475 | 0.964 |
IAL | UnetLMC2 | 0.221 | 0.339 | 0.115 | 0.108 |
IAL | HCCAvgPx | 0.224 | 0.361 | 0.085 | 0.113 |
IAL | HCAvgPx | 0.224 | 0.364 | 0.083 | 0.114 |
IAL | GASP_avg | 0.241 | 0.365 | 0.096 | 0.129 |
IAL | UnetLRIF | 0.242 | 0.350 | 0.135 | 0.121 |
IAL | AvgAggLR | 0.244 | 0.372 | 0.096 | 0.130 |
IAL | CMskMWS2 | 0.246 | 0.383 | 0.107 | 0.125 |
IAL | DunetLR | 0.249 | 0.372 | 0.142 | 0.121 |
IAL | HCCAvgSP | 0.257 | 0.438 | 0.063 | 0.132 |
IAL | HCAvgSP | 0.262 | 0.448 | 0.063 | 0.135 |
IAL | pEmbUNet | 0.268 | 0.397 | 0.127 | 0.139 |
IAL | CMaskMC2 | 0.276 | 0.348 | 0.152 | 0.157 |
IAL | CMaskSP4 | 0.280 | 0.371 | 0.159 | 0.149 |
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 |
---|---|---|---|---|---|---|---|
lbdl | Cleft_lb | 97.85 | 227868.0 | 0.0 | 0.262 | 181.08 | 14.61 |
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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 |
---|---|---|---|---|
PNI | asyn_mod | 0.423 | 367.667 | 262.333 |
PNI | asyn_ori | 0.493 | 310.000 | 302.333 |
PNI | asyn_at0 | 0.468 | 293.333 | 297.000 |
PNI | asyn_at1 | 0.490 | 274.333 | 314.667 |
IAL | PSP_unar | 0.461 | 266.667 | 281.000 |
AnonumoysGroup | PrTrn66 | 0.620 | 238.000 | 451.667 |
HCBS | Tr66_80K | 0.449 | 223.000 | 286.667 |
HCBS | Tr66comb | 0.451 | 219.000 | 292.333 |
IAL | PSP_full | 0.464 | 187.333 | 310.000 |
HCBS | Tr66t-01 | 0.469 | 182.667 | 318.667 |
HCBS | PrnTrn66 | 0.465 | 178.667 | 322.333 |
NO2 | lr_balan | 0.447 | 175.333 | 314.000 |
DIVE | PTR_V2 | 0.453 | 162.667 | 333.667 |
NO2 | lr_affin | 0.567 | 118.333 | 450.000 |
- 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.