SUMMARY.md

AET-Bench results

subset=4d backend=analytical task=T1

Method	n	PSNR ↑	SSIM ↑	FSC@0.143 Å ↓	RMSD Å ↓	Recall ↑	Precision ↑	F1 ↑	Traj RMSD Å ↓	Atom ID persist ↑	Runtime (s)
astra_cgls	10	28.23 ± 1.45	0.574 ± 0.020	1.87 ± 0.60	0.578 ± 0.051	36.4% ± 8.4%	46.0% ± 5.9%	0.403 ± 0.065	—	—	0.5 ± 0.3
astra_ossart	10	28.65 ± 1.10	0.575 ± 0.015	1.70 ± 0.52	0.585 ± 0.046	34.8% ± 10.9%	50.0% ± 7.2%	0.407 ± 0.095	—	—	0.6 ± 0.3
astra_sart	10	29.28 ± 1.28	0.604 ± 0.015	1.69 ± 0.52	0.573 ± 0.051	37.6% ± 11.3%	52.9% ± 6.8%	0.435 ± 0.096	—	—	1.1 ± 0.3
astra_sirt	10	29.28 ± 1.28	0.604 ± 0.015	1.69 ± 0.52	0.573 ± 0.051	37.6% ± 11.3%	52.9% ± 6.8%	0.435 ± 0.096	—	—	1.1 ± 0.3
dart	10	28.19 ± 1.29	0.758 ± 0.019	1.75 ± 0.05	0.721 ± 0.068	33.7% ± 8.7%	8.9% ± 2.1%	0.138 ± 0.025	—	—	2.2 ± 0.3
fbp	10	26.51 ± 1.23	0.577 ± 0.021	1.67 ± 0.53	0.579 ± 0.058	42.0% ± 12.8%	55.8% ± 6.4%	0.474 ± 0.105	—	—	1.2 ± 0.0
fista_tv	10	28.93 ± 1.06	0.560 ± 0.015	1.73 ± 0.51	0.522 ± 0.077	27.3% ± 12.8%	52.1% ± 14.9%	0.355 ± 0.143	—	—	1.7 ± 0.5
genfire	10	14.67 ± 0.75	0.505 ± 0.013	7.29 ± 1.77	0.810 ± 0.178	10.7% ± 11.3%	3.4% ± 1.5%	0.046 ± 0.027	—	—	70.4 ± 1.5
neat	10	27.03 ± 1.35	0.854 ± 0.018	4.52 ± 1.06	1.074 ± 0.050	1.7% ± 2.1%	2.9% ± 3.7%	0.021 ± 0.026	—	—	7.3 ± 3.4
sirt	10	29.97 ± 1.61	0.719 ± 0.015	1.63 ± 0.55	0.576 ± 0.049	40.0% ± 10.4%	54.4% ± 5.8%	0.457 ± 0.085	—	—	107.0 ± 25.8
tomopy_gridrec	10	19.06 ± 1.50	0.489 ± 0.018	∞	0.637 ± 0.069	30.4% ± 11.9%	38.7% ± 7.8%	0.337 ± 0.104	—	—	0.2 ± 0.5
tomopy_mlem	10	—	—	0.55 ± 0.08	∞	0.0%	0.0%	0.000	—	—	1.4 ± 0.4
wbp	10	26.51 ± 1.23	0.577 ± 0.021	1.67 ± 0.53	0.580 ± 0.057	41.7% ± 12.8%	55.7% ± 6.5%	0.472 ± 0.105	—	—	1.3 ± 0.1

subset=4d backend=analytical task=T7

Method	n	PSNR ↑	SSIM ↑	FSC@0.143 Å ↓	RMSD Å ↓	Recall ↑	Precision ↑	F1 ↑	Traj RMSD Å ↓	Atom ID persist ↑	Runtime (s)
fbp	10	27.07 ± 1.03	0.542 ± 0.022	1.53 ± 0.15	0.517 ± 0.062	47.9% ± 16.7%	61.3% ± 8.6%	0.532 ± 0.139	—	—	1.2 ± 0.0
fourdgs	10	29.57 ± 1.02	0.937 ± 0.012	1.89 ± 0.64	0.592 ± 0.099	25.9% ± 14.7%	50.4% ± 14.6%	0.336 ± 0.162	3.660 ± 1.323	16.4% ± 9.4%	541.4 ± 42.5
genfire	10	14.53 ± 0.81	0.485 ± 0.014	5.69 ± 2.07	0.863 ± 0.148	10.3% ± 10.6%	3.3% ± 1.5%	0.045 ± 0.026	—	—	64.1 ± 0.9
sirt	10	30.71 ± 1.57	0.684 ± 0.019	1.46 ± 0.17	0.518 ± 0.051	45.2% ± 14.1%	60.8% ± 7.2%	0.514 ± 0.118	—	—	107.6 ± 25.6
x2gaussian	10	29.68 ± 1.11	0.938 ± 0.012	1.98 ± 0.65	0.609 ± 0.095	23.0% ± 13.6%	47.4% ± 13.0%	0.303 ± 0.150	3.795 ± 1.309	14.8% ± 9.0%	662.2 ± 46.8

subset=bi backend=analytical task=T1

Method	n	PSNR ↑	SSIM ↑	FSC@0.143 Å ↓	RMSD Å ↓	Recall ↑	Precision ↑	F1 ↑	Traj RMSD Å ↓	Atom ID persist ↑	Runtime (s)
astra_cgls	30	21.94 ± 1.53	0.514 ± 0.056	3.86 ± 1.94	0.377 ± 0.062	48.7% ± 20.9%	78.3% ± 16.1%	0.591 ± 0.183	—	—	0.5 ± 0.1
astra_ossart	30	21.54 ± 1.43	0.395 ± 0.046	4.17 ± 1.84	0.386 ± 0.063	45.5% ± 21.2%	74.1% ± 20.1%	0.555 ± 0.198	—	—	0.6 ± 0.2
astra_sart	30	21.79 ± 1.48	0.445 ± 0.053	4.03 ± 1.93	0.378 ± 0.064	47.2% ± 21.4%	76.7% ± 18.1%	0.575 ± 0.192	—	—	1.0 ± 0.2
astra_sirt	30	21.79 ± 1.48	0.445 ± 0.053	4.03 ± 1.93	0.378 ± 0.064	47.2% ± 21.4%	76.7% ± 18.1%	0.575 ± 0.192	—	—	1.0 ± 0.2
dart	30	20.92 ± 1.44	0.605 ± 0.045	4.26 ± 1.73	0.673 ± 0.104	29.0% ± 13.7%	29.4% ± 11.0%	0.270 ± 0.079	—	—	2.3 ± 0.2
fbp	30	20.82 ± 1.31	0.409 ± 0.037	3.72 ± 1.92	0.355 ± 0.059	49.9% ± 19.9%	82.8% ± 15.3%	0.613 ± 0.172	—	—	1.2 ± 0.0
fista_tv	30	20.97 ± 1.35	0.413 ± 0.048	4.05 ± 1.91	0.309 ± 0.089	41.5% ± 18.6%	87.3% ± 10.3%	0.549 ± 0.185	—	—	1.2 ± 0.4
genfire	30	13.85 ± 0.85	0.484 ± 0.034	6.83 ± 2.79	0.687 ± 0.216	18.5% ± 13.3%	8.7% ± 2.7%	0.114 ± 0.048	—	—	65.8 ± 1.3
implicit_et	30	20.50 ± 1.88	0.765 ± 0.064	3.50 ± 1.31	0.991 ± 0.109	5.0% ± 6.6%	7.2% ± 5.7%	0.055 ± 0.062	—	—	72.9 ± 2.1
isonet	30	22.16 ± 1.60	0.773 ± 0.040	3.48 ± 1.85	0.369 ± 0.058	50.3% ± 20.7%	82.8% ± 14.3%	0.615 ± 0.175	—	—	90.6 ± 0.4
neat	30	20.64 ± 1.17	0.665 ± 0.063	5.38 ± 1.69	1.017 ± 0.099	2.2% ± 1.4%	4.0% ± 2.3%	0.027 ± 0.017	—	—	6.6 ± 2.0
r2gaussian	30	21.46 ± 1.48	0.767 ± 0.051	4.26 ± 1.60	0.774 ± 0.293	5.9% ± 12.2%	39.0% ± 32.4%	0.091 ± 0.165	—	—	609.0 ± 85.8
sirt	30	22.10 ± 1.57	0.678 ± 0.049	3.44 ± 1.90	0.368 ± 0.058	50.2% ± 20.8%	83.3% ± 13.9%	0.615 ± 0.175	—	—	85.7 ± 1.0
tomopy_gridrec	30	-inf ± nan	0.361 ± 0.094	∞	∞	29.0% ± 17.6%	53.8% ± 29.5%	0.375 ± 0.215	—	—	0.1 ± 0.3
tomopy_mlem	30	22.31 ± 1.58	0.836 ± 0.034	3.65 ± 2.26	0.408 ± 0.064	43.4% ± 19.9%	78.8% ± 13.3%	0.548 ± 0.174	—	—	1.3 ± 0.3
wbp	30	20.83 ± 1.31	0.408 ± 0.037	3.72 ± 1.92	0.358 ± 0.058	49.4% ± 20.0%	81.6% ± 15.8%	0.606 ± 0.175	—	—	1.3 ± 0.1
x2gaussian	30	21.32 ± 1.40	0.824 ± 0.042	4.09 ± 1.87	0.500 ± 0.230	13.7% ± 20.0%	75.6% ± 29.3%	0.200 ± 0.234	—	—	543.6 ± 56.5

subset=brownian_pt backend=analytical task=T1

Method	n	PSNR ↑	SSIM ↑	FSC@0.143 Å ↓	RMSD Å ↓	Recall ↑	Precision ↑	F1 ↑	Traj RMSD Å ↓	Atom ID persist ↑	Runtime (s)
astra_cgls	66	32.66 ± 1.60	0.715 ± 0.022	0.88 ± 0.11	0.379 ± 0.215	14.6% ± 7.5%	19.1% ± 13.4%	0.162 ± 0.095	—	—	0.5 ± 0.3
astra_ossart	66	30.28 ± 1.55	0.615 ± 0.019	0.88 ± 0.11	0.366 ± 0.171	14.1% ± 7.1%	18.5% ± 13.4%	0.156 ± 0.092	—	—	0.5 ± 0.1
astra_sart	66	31.59 ± 1.56	0.670 ± 0.019	0.88 ± 0.11	0.370 ± 0.201	14.3% ± 7.5%	19.2% ± 13.7%	0.161 ± 0.096	—	—	1.1 ± 0.3
astra_sirt	66	31.59 ± 1.56	0.670 ± 0.019	0.88 ± 0.11	0.370 ± 0.201	14.3% ± 7.5%	19.2% ± 13.7%	0.161 ± 0.096	—	—	1.1 ± 0.2
dart	66	27.49 ± 1.59	0.503 ± 0.049	1.25 ± 0.29	0.642 ± 0.179	13.6% ± 5.5%	20.3% ± 13.6%	0.156 ± 0.082	—	—	2.3 ± 0.2
fbp	66	23.90 ± 2.04	0.069 ± 0.037	7.28 ± 1.46	1.461 ± 0.497	0.7% ± 1.7%	1.0% ± 2.3%	0.008 ± 0.019	—	—	1.1 ± 0.0
fista_tv	66	29.11 ± 1.57	0.392 ± 0.074	0.91 ± 0.10	0.361 ± 0.127	11.1% ± 5.4%	13.9% ± 8.8%	0.121 ± 0.065	—	—	1.4 ± 0.4
genfire	66	12.05 ± 1.53	0.027 ± 0.008	8.53 ± 1.92	1.260 ± 0.213	1.8% ± 1.2%	2.3% ± 1.7%	0.019 ± 0.014	—	—	69.5 ± 1.4
implicit_et	66	25.40 ± 1.32	0.067 ± 0.026	49.40 ± 13.32	∞	0.0% ± 0.1%	0.1% ± 0.5%	0.000 ± 0.001	—	—	80.3 ± 2.2
neat	66	25.48 ± 1.61	0.147 ± 0.044	7.40 ± 2.03	1.285 ± 0.137	2.1% ± 1.3%	3.6% ± 2.7%	0.025 ± 0.015	—	—	6.8 ± 1.5
sirt	16	22.92 ± 1.05	0.043 ± 0.013	9.33 ± 2.37	1.724 ± 0.102	0.0% ± 0.1%	0.1% ± 0.1%	0.001 ± 0.001	—	—	72.8 ± 0.2
tomopy_gridrec	66	22.75 ± 7.83	0.027 ± 0.017	∞	∞	0.4% ± 1.0%	0.6% ± 1.5%	0.005 ± 0.012	—	—	0.0 ± 0.2
tomopy_mlem	66	25.61 ± 1.85	0.137 ± 0.048	6.25 ± 1.45	1.539 ± 0.478	0.6% ± 1.3%	0.8% ± 2.2%	0.007 ± 0.016	—	—	1.1 ± 0.2
wbp	66	23.91 ± 2.04	0.069 ± 0.037	7.28 ± 1.46	1.457 ± 0.493	0.7% ± 1.7%	1.0% ± 2.4%	0.008 ± 0.019	—	—	1.1 ± 0.1

subset=mono backend=analytical task=T1

Method	n	PSNR ↑	SSIM ↑	FSC@0.143 Å ↓	RMSD Å ↓	Recall ↑	Precision ↑	F1 ↑	Traj RMSD Å ↓	Atom ID persist ↑	Runtime (s)
astra_cgls	50	31.34 ± 1.16	0.648 ± 0.018	1.28 ± 0.07	0.369 ± 0.074	86.0% ± 14.7%	86.1% ± 14.6%	0.860 ± 0.146	—	—	0.5 ± 0.3
astra_ossart	50	28.00 ± 1.29	0.496 ± 0.027	1.44 ± 0.07	0.373 ± 0.077	84.8% ± 15.7%	85.0% ± 15.4%	0.849 ± 0.156	—	—	0.6 ± 0.3
astra_sart	50	29.50 ± 1.22	0.553 ± 0.028	1.33 ± 0.05	0.371 ± 0.076	85.8% ± 15.1%	85.9% ± 14.9%	0.859 ± 0.150	—	—	1.0 ± 0.3
astra_sirt	50	29.50 ± 1.22	0.553 ± 0.028	1.33 ± 0.05	0.371 ± 0.076	85.8% ± 15.1%	85.9% ± 14.9%	0.859 ± 0.150	—	—	1.0 ± 0.3
dart	50	25.39 ± 0.82	0.675 ± 0.028	1.80 ± 0.07	0.541 ± 0.090	52.8% ± 17.5%	38.3% ± 8.3%	0.436 ± 0.107	—	—	2.2 ± 0.3
fbp	50	23.73 ± 1.00	0.485 ± 0.014	1.33 ± 0.05	0.358 ± 0.079	87.5% ± 13.4%	87.6% ± 13.3%	0.876 ± 0.134	—	—	1.2 ± 0.0
fista_tv	50	26.53 ± 2.49	0.507 ± 0.036	1.36 ± 0.24	∞	95.1% ± 15.3%	97.7% ± 13.9%	0.962 ± 0.143	—	—	2.8 ± 8.5
genfire	50	13.70 ± 1.10	0.499 ± 0.030	3.58 ± 1.88	0.502 ± 0.176	35.3% ± 22.3%	9.9% ± 2.5%	0.142 ± 0.055	—	—	69.7 ± 1.3
implicit_et	50	19.71 ± 2.22	0.768 ± 0.048	2.85 ± 3.20	∞	10.2% ± 13.9%	8.4% ± 7.9%	0.086 ± 0.103	—	—	72.1 ± 8.4
isonet	50	31.06 ± 1.55	0.893 ± 0.013	1.22 ± 0.06	0.355 ± 0.076	88.6% ± 12.7%	88.7% ± 12.6%	0.886 ± 0.126	—	—	90.7 ± 0.7
neat	50	19.36 ± 0.97	0.672 ± 0.049	4.44 ± 0.39	1.072 ± 0.040	3.3% ± 1.9%	5.0% ± 2.1%	0.039 ± 0.019	—	—	6.7 ± 2.1
r2gaussian	50	23.16 ± 2.25	0.815 ± 0.073	1.89 ± 0.66	0.707 ± 0.338	19.9% ± 30.2%	53.1% ± 30.4%	0.238 ± 0.323	—	—	687.6 ± 209.7
sirt	50	30.05 ± 1.36	0.798 ± 0.009	1.16 ± 0.04	0.356 ± 0.075	88.6% ± 12.8%	88.7% ± 12.6%	0.887 ± 0.127	—	—	88.8 ± 23.5
tomopy_gridrec	50	-inf ± nan	0.394 ± 0.037	∞	0.488 ± 0.105	55.1% ± 30.7%	57.9% ± 30.5%	0.563 ± 0.305	—	—	0.1 ± 0.3
tomopy_mlem	50	30.89 ± 1.78	0.946 ± 0.013	1.07 ± 0.04	0.387 ± 0.077	81.2% ± 15.5%	81.5% ± 15.1%	0.814 ± 0.153	—	—	1.2 ± 0.3
wbp	50	23.80 ± 0.97	0.485 ± 0.013	1.34 ± 0.05	0.365 ± 0.080	86.5% ± 14.5%	86.6% ± 14.3%	0.865 ± 0.144	—	—	1.3 ± 0.1
x2gaussian	50	24.14 ± 3.79	0.850 ± 0.128	1.69 ± 1.54	0.508 ± 0.244	30.5% ± 39.7%	72.1% ± 25.9%	0.343 ± 0.386	—	—	599.5 ± 89.8

subset=multislice backend=analytical task=T1

Method	n	PSNR ↑	SSIM ↑	FSC@0.143 Å ↓	RMSD Å ↓	Recall ↑	Precision ↑	F1 ↑	Traj RMSD Å ↓	Atom ID persist ↑	Runtime (s)
astra_cgls	3	17.88	0.038	8.24 ± 8.78	∞	0.4% ± 0.4%	0.6% ± 0.6%	0.004 ± 0.005	—	—	1.3 ± 0.1
astra_ossart	3	19.99 ± 0.37	0.407 ± 0.376	∞	∞	0.4% ± 0.4%	0.7% ± 0.8%	0.005 ± 0.006	—	—	1.4 ± 0.1
astra_sart	3	19.89 ± 0.48	0.409 ± 0.374	∞	∞	0.2% ± 0.2%	0.3% ± 0.4%	0.002 ± 0.003	—	—	1.9 ± 0.2
astra_sirt	3	19.89 ± 0.48	0.409 ± 0.374	∞	∞	0.2% ± 0.2%	0.3% ± 0.4%	0.002 ± 0.003	—	—	1.9 ± 0.1
dart	3	20.56 ± 0.35	0.466 ± 0.309	∞	∞	0.5% ± 0.6%	0.6% ± 0.7%	0.006 ± 0.007	—	—	3.1 ± 0.3
fbp	3	19.93 ± 0.35	0.392 ± 0.311	∞	∞	0.6% ± 0.6%	1.2% ± 1.1%	0.008 ± 0.008	—	—	1.5 ± 0.3
fista_tv	3	20.28 ± 0.16	0.428 ± 0.353	∞	∞	0.2% ± 0.2%	0.5% ± 0.6%	0.003 ± 0.003	—	—	3.8 ± 0.4
genfire	3	16.27 ± 4.64	0.393 ± 0.393	∞	∞	2.0% ± 2.3%	2.0% ± 2.3%	0.020 ± 0.023	—	—	83.4 ± 19.2
implicit_et	3	18.42 ± 2.18	0.561 ± 0.200	∞	∞	0.3% ± 0.5%	1.1% ± 2.3%	0.004 ± 0.009	—	—	97.0 ± 21.6
isonet	3	20.93 ± 0.76	0.553 ± 0.208	∞	∞	0.2% ± 0.2%	0.3% ± 0.4%	0.002 ± 0.003	—	—	90.0 ± 10.6
neat	3	19.68 ± 0.73	0.539 ± 0.225	∞	∞	0.8% ± 0.9%	1.0% ± 1.2%	0.009 ± 0.010	—	—	18.9 ± 2.4
r2gaussian	3	21.15 ± 1.18	0.548 ± 0.027	28.23 ± 14.34	1.100 ± 0.039	0.8% ± 0.2%	1.7% ± 0.3%	0.010 ± 0.003	—	—	222.3 ± 146.7
sirt	3	19.97 ± 0.40	0.459 ± 0.317	∞	∞	0.4% ± 0.4%	0.8% ± 0.9%	0.005 ± 0.006	—	—	79.9 ± 12.8
tomopy_gridrec	3	21.17 ± 1.03	0.588 ± 0.168	∞	∞	0.2% ± 0.2%	0.3% ± 0.4%	0.002 ± 0.003	—	—	1.9 ± 0.2
tomopy_mlem	3	22.05	0.524	8.24 ± 8.78	∞	0.0%	0.0%	0.000	—	—	3.0 ± 0.8
wbp	3	19.94 ± 0.42	0.448 ± 0.329	∞	∞	0.5% ± 0.6%	1.0% ± 1.2%	0.007 ± 0.008	—	—	1.5 ± 0.2
x2gaussian	3	21.28 ± 1.13	0.627 ± 0.016	14.69 ± 1.37	1.100 ± 0.057	0.5% ± 0.4%	1.2% ± 0.8%	0.007 ± 0.005	—	—	274.0 ± 132.8

subset=real backend=analytical task=T1

Method	n	PSNR ↑	SSIM ↑	FSC@0.143 Å ↓	RMSD Å ↓	Recall ↑	Precision ↑	F1 ↑	Traj RMSD Å ↓	Atom ID persist ↑	Runtime (s)
astra_cgls	4	17.22 ± 5.10	0.135 ± 0.033	42.72 ± 29.48	1.886 ± 0.543	1.1% ± 0.1%	1.8% ± 0.4%	0.013 ± 0.002	—	—	1.9 ± 1.0
astra_ossart	4	15.91 ± 3.76	0.116 ± 0.050	35.95 ± 33.95	1.874 ± 0.524	1.2% ± 0.1%	2.1% ± 0.2%	0.015 ± 0.001	—	—	2.4 ± 1.0
astra_sirt	4	16.25 ± 4.09	0.117 ± 0.046	35.95 ± 33.95	1.896 ± 0.568	1.2% ± 0.3%	2.1% ± 0.5%	0.015 ± 0.003	—	—	3.2 ± 1.0
dart	4	15.06 ± 3.66	0.191 ± 0.078	34.47 ± 34.86	1.921 ± 0.632	1.4% ± 0.7%	1.5% ± 1.0%	0.014 ± 0.008	—	—	10.8 ± 0.2
fbp	4	16.42 ± 4.37	0.238 ± 0.041	27.77 ± 16.25	1.901 ± 0.576	1.3% ± 0.1%	2.2% ± 0.2%	0.016 ± 0.001	—	—	7.4 ± 0.6
fista_tv	4	16.72 ± 4.46	0.153 ± 0.033	35.21 ± 34.42	1.891 ± 0.559	0.6% ± 0.4%	2.5% ± 0.7%	0.009 ± 0.005	—	—	29.4 ± 9.0
genfire	4	10.35 ± 0.48	0.282 ± 0.060	14.14 ± 10.76	1.856 ± 0.576	2.2% ± 1.6%	1.5% ± 0.8%	0.018 ± 0.011	—	—	569.0 ± 4.8
implicit_et	4	10.75 ± 1.07	0.413 ± 0.029	22.68 ± 13.87	1.983 ± 0.731	0.9% ± 0.3%	2.7% ± 1.2%	0.013 ± 0.004	—	—	85.1 ± 2.0
isonet	4	18.36 ± 5.63	0.380 ± 0.037	26.53 ± 17.13	1.896 ± 0.568	1.5% ± 0.1%	2.5% ± 0.5%	0.018 ± 0.002	—	—	594.9 ± 30.8
neat	4	16.67 ± 5.11	0.470 ± 0.093	8.75 ± 4.76	1.795 ± 0.448	1.4% ± 0.7%	3.9% ± 0.9%	0.020 ± 0.009	—	—	16.6 ± 0.3
r2gaussian	4	13.57 ± 1.98	0.407 ± 0.051	18.79 ± 12.29	2.173 ± 1.144	0.0% ± 0.0%	2.5% ± 2.5%	0.000 ± 0.000	—	—	2072.4 ± 597.4
sirt	4	17.48 ± 4.94	0.313 ± 0.051	26.53 ± 17.13	1.856 ± 0.480	1.5% ± 0.3%	2.9% ± 0.7%	0.020 ± 0.004	—	—	534.4 ± 30.0
tomopy_gridrec	3	20.20 ± 2.61	0.247 ± 0.016	∞	1.616 ± 0.083	0.9% ± 0.2%	1.5% ± 0.7%	0.011 ± 0.004	—	—	1.9 ± 0.1
tomopy_mlem	4	17.87 ± 5.68	0.478 ± 0.008	34.47 ± 34.86	1.886 ± 0.476	1.3% ± 0.8%	3.0% ± 0.7%	0.017 ± 0.011	—	—	11.1 ± 0.4
wbp	4	16.45 ± 4.34	0.238 ± 0.041	27.77 ± 16.25	1.877 ± 0.528	1.4% ± 0.1%	2.4% ± 0.2%	0.018 ± 0.002	—	—	7.4 ± 0.7
x2gaussian	4	14.41 ± 0.91	0.467 ± 0.016	16.28 ± 3.70	1.866 ± 0.474	0.0% ± 0.0%	4.1% ± 2.2%	0.001 ± 0.000	—	—	1976.5 ± 541.9