Leaderboard Neuron Segmentation
Results for the neuron segmentation category, averaged over all samples.
Group | Submission | CREMI score | VOI split | VOI merge | ARAND |
---|---|---|---|---|---|
DIVE | CRNNGate | 0.514 | 1.191 | 0.196 | 0.194 |
IAL | CMskMWS2 | 0.246 | 0.383 | 0.107 | 0.125 |
IAL | CMaskSP4 | 0.280 | 0.371 | 0.159 | 0.149 |
IAL | CMaskSP3 | 0.378 | 0.349 | 0.323 | 0.220 |
IAL | CMaskSP2 | 0.327 | 0.339 | 0.205 | 0.201 |
IAL | CMaskSP1 | 0.317 | 0.360 | 0.186 | 0.187 |
IAL | CMaskMWS | 0.314 | 0.361 | 0.162 | 0.196 |
IAL | CMaskMC2 | 0.276 | 0.348 | 0.152 | 0.157 |
IAL | CMaskMC | 0.305 | 0.341 | 0.175 | 0.184 |
DIVE | BasUnet | 2.959 | 1.740 | 7.366 | 0.962 |
IAL | AvgAggLR | 0.244 | 0.372 | 0.096 | 0.130 |
afish1001 | ABWUnet | 2.199 | 0.696 | 5.042 | 0.856 |
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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 |
---|---|---|---|---|---|---|---|
SDG | Unet1 | 75.28 | 185988.3 | 16897.3 | 0.230 | 84.34 | 66.22 |
SDG | Synap0.0 | 118.10 | 193580.0 | 12504.0 | 0.270 | 185.62 | 50.58 |
SDG | SynapX.0 | 118.10 | 193580.0 | 12504.0 | 0.270 | 185.62 | 50.58 |
IAL | A+test | 153.91 | 196558.0 | 55962.3 | 0.339 | 232.28 | 75.53 |
SDG | Unet2 | 63.92 | 202177.7 | 13156.0 | 0.256 | 97.64 | 30.19 |
SDG | SynapX.X | 121.40 | 204301.0 | 16302.7 | 0.286 | 194.74 | 48.06 |
SDG | PyTC20-P | 64.59 | 215905.3 | 4962.0 | 0.227 | 96.14 | 33.05 |
VCG | FgSemi05 | 57.63 | 221731.7 | 975.7 | 0.232 | 107.73 | 7.52 |
lbdl | Cleft_lb | 97.85 | 227868.0 | 0.0 | 0.262 | 181.08 | 14.61 |
3DEM | BesA275 | 252.56 | 254701.0 | 581781.3 | 0.456 | 199.02 | 306.10 |
DIVE | 3class8t | 198.78 | 262876.7 | 0.0 | 0.282 | 393.81 | 3.76 |
DIVE | cleft_lb | 139.19 | 284326.0 | 0.0 | 0.349 | 265.87 | 12.52 |
3DEM | ABC_C | 375.91 | 289364.7 | 89797.7 | 0.619 | 385.49 | 366.34 |
DIVE | Exp12_64 | 202.46 | 335698.7 | 0.0 | 0.374 | 402.99 | 1.93 |
DIVE | cleft_A+ | 199.35 | 378215.7 | 0.0 | 0.386 | 395.99 | 2.72 |
DIVE | SegClef1 | 156.70 | 617804.0 | 3339.3 | 0.373 | 296.85 | 16.56 |
DIVE | exp18_la | 284.83 | 684532.0 | 0.0 | 0.493 | 564.72 | 4.94 |
DIVE | cleftlol | 179.28 | 723352.7 | 2716.7 | 0.375 | 334.05 | 24.51 |
cxj | USTC | 284.98 | 1015564.7 | 108523.3 | 0.600 | 516.31 | 53.65 |
VCG | FgRj0805 | 117.25 | 1329995.3 | 327.7 | 0.610 | 232.66 | 1.84 |
VCG | FgRj0808 | 117.25 | 1329995.3 | 327.7 | 0.610 | 232.66 | 1.84 |
DIVE | CRunet2 | 318.85 | 107459361.0 | 4195.7 | 0.824 | 611.30 | 26.40 |
DIVE | Rclefts | 380.86 | 167900713.3 | 0.0 | 0.990 | 761.72 | 0.00 |
DIVE | OrClefts | 380.86 | 167900713.3 | 0.0 | 0.990 | 761.72 | 0.00 |
DIVE | ResUnet | 380.86 | 167900713.3 | 0.0 | 0.990 | 761.72 | 0.00 |
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 |
DIVE | PTR_V2 | 0.453 | 162.667 | 333.667 |
HCBS | Tr66_80K | 0.449 | 223.000 | 286.667 |
HCBS | Tr66comb | 0.451 | 219.000 | 292.333 |
HCBS | PrnTrn66 | 0.465 | 178.667 | 322.333 |
HCBS | Tr66t-01 | 0.469 | 182.667 | 318.667 |
IAL | PSP_unar | 0.461 | 266.667 | 281.000 |
IAL | PSP_full | 0.464 | 187.333 | 310.000 |
NO2 | lr_balan | 0.447 | 175.333 | 314.000 |
NO2 | lr_affin | 0.567 | 118.333 | 450.000 |
PNI | asyn_mod | 0.423 | 367.667 | 262.333 |
PNI | asyn_at0 | 0.468 | 293.333 | 297.000 |
PNI | asyn_at1 | 0.490 | 274.333 | 314.667 |
PNI | asyn_ori | 0.493 | 310.000 | 302.333 |
- 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.