CREMI

Results for the neuron segmentation category, averaged over all samples.

Group	Submission	CREMI score	VOI split	VOI merge	ARAND
DIVE	DISW	0.557	1.035	0.149	0.265
DIVE	CRunet2	0.566	1.081	0.389	0.229
PCH	ifn_x4	0.572	1.176	0.151	0.249
PCH	inp_x4	0.597	1.158	0.149	0.281
FI-NCA	SwTr	0.602	0.919	0.321	0.294
DIVE	focalMST	0.603	1.027	0.244	0.289
FI-NCA	UnetMF	0.608	0.772	0.534	0.283
VCG	LFC	0.616	1.085	0.140	0.313
VCG	LearnC	0.618	1.093	0.139	0.313
DIVE	CRunet1	0.619	1.141	0.381	0.275
VCG	LearnCt2	0.623	1.091	0.148	0.316
DIVE	MPfcn	0.625	1.063	0.486	0.260
PCH	ifn_x0	0.634	1.261	0.257	0.266
PCH	ori_x0	0.661	1.409	0.204	0.272
DIVE	Segment	0.670	1.275	0.315	0.287
VIDAR	mala_py2	0.675	1.365	0.174	0.300
DIVE	seg&BW	0.679	1.287	0.318	0.292
DIVE	SegCleft	0.679	1.286	0.319	0.292
DIVE	segBW1	0.693	1.296	0.314	0.304
DIVE	ftSeg1	0.695	1.224	0.355	0.311
PCH	inp_x0	0.696	1.226	0.338	0.315
VIDAR	mala_py	0.696	1.446	0.153	0.307
DIVE	ftSeg2	0.698	1.218	0.436	0.299
DIVE	seg&BW1	0.699	1.320	0.319	0.303
DIVE	seg&BW4	0.700	1.322	0.321	0.303

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.

Results for the synaptic cleft detection category, averaged over all samples.

Group	Submission	CREMI score	FP	FN	1 - F-score	ADGT	ADF
VCG	FgDT08	795.59	727.0	616222.3	0.834	60.07	1531.10

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).

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

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.

MICCAI Challenge on Circuit Reconstruction from Electron Microscopy Images