CREMI

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

Group	Submission	CREMI score	VOI split	VOI merge	ARAND
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
PNI	PNIUNet5	0.228	0.345	0.106	0.116
PNI	PNIUNet7	0.228	0.345	0.106	0.116
PNI	PNIUNet0	0.229	0.350	0.101	0.117
IAL	DunetLR	0.249	0.372	0.142	0.121
IAL	UnetLRIF	0.242	0.350	0.135	0.121
PNI	PNIUNet6	0.237	0.349	0.114	0.122
PNI	PNIUNet8	0.237	0.349	0.114	0.122
PNI	PNIUNet4	0.237	0.350	0.110	0.122
PNI	JRC-UNet	0.239	0.386	0.081	0.123
IAL	CMskMWS2	0.246	0.383	0.107	0.125
PNI	RS-UNet2	0.246	0.318	0.158	0.127
PNI	PNIUNet3	0.240	0.327	0.124	0.128
PCH	interp_a	0.274	0.472	0.113	0.129
PCH	interp	0.275	0.473	0.114	0.129
IAL	GASP_avg	0.241	0.365	0.096	0.129
IAL	AvgAggLR	0.244	0.372	0.096	0.130
PNI	PNIUNet2	0.242	0.326	0.127	0.130
PNI	RS-UNet1	0.258	0.435	0.076	0.130
PCH	sff_aug	0.277	0.471	0.118	0.130
PCH	sff_a	0.277	0.473	0.119	0.131
PCH	UNet_mis	0.272	0.453	0.113	0.131
IAL	HCCAvgSP	0.257	0.438	0.063	0.132

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	FgSm0805	54.23	111486.0	4917.0	0.142	84.04	24.43
VCG	FgSemi08	55.41	160792.7	3178.3	0.181	96.54	14.28
VCG	FgSm0808	57.34	75120.7	9109.7	0.107	72.74	41.94
VCG	FgSemi05	57.63	221731.7	975.7	0.232	107.73	7.52
DIVE	CleftNet	57.73	116095.3	8004.3	0.169	85.60	29.87
DIVE	Aug-UNet	57.89	123985.7	7992.0	0.177	86.45	29.32
VCG	FgUPlus	57.90	137412.7	4763.3	0.160	90.99	24.81
DIVE	MixUNet	57.91	125220.0	7920.0	0.178	86.57	29.25
CleftKing	CleABC1	58.02	130521.0	7637.3	0.179	87.11	28.94
VCG	FgUPlus8	58.66	65345.7	11887.0	0.101	70.36	46.96
DIVE	MixUNet4	59.03	122122.0	7761.3	0.177	89.35	28.71
lbdl	lb_thicc	59.04	107211.3	234.0	0.190	109.17	8.91
CleftKing	CleABC3	59.10	106917.7	10746.3	0.165	87.22	30.99
DIVE	MixUNet3	59.11	125333.0	7696.0	0.180	89.68	28.54
3DEM	BesA225	59.34	120053.7	7534.0	0.177	90.88	27.80
CleftKing	CleABC2	59.47	110518.3	10494.7	0.170	88.88	30.05
3DEM	BesA0.20	60.04	121311.3	7529.0	0.182	92.91	27.17
3DEM	ABC_BC2	61.70	110946.0	10787.3	0.168	76.67	46.73
3DEM	ABC_BC1	61.72	114005.0	10670.3	0.170	76.99	46.46
3DEM	ABC_BC	62.21	99221.7	10981.0	0.151	75.79	48.63
SDG	Unet2	63.92	202177.7	13156.0	0.256	97.64	30.19
lbdl	lb_lst	64.22	118160.0	0.0	0.209	121.50	6.93
SDG	PyTC20-P	64.59	215905.3	4962.0	0.227	96.14	33.05
I2I	CleftB1	64.97	80004.7	19895.0	0.158	90.98	38.97
DIVE	MixUNet2	65.19	106260.3	13962.0	0.188	95.28	35.09

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