Leaderboard

#	Author	Model name	Date	Paper	Meta	Other	Composite	Q_seg	mIoU	F1	PSNR	SSIM	Sharpness	UIQM	UCIQE	CCF	GFLOPs	Params (M)	QPS	mJ/frame
Testing phase -- Ranked among testing-phase submissions only. These are the entries that count for the final ranking.
1 #18981	aimslabs User #2037	aimslabs_t2_test_43 MaCVi 27 Testing phase	21-Oct-2026	🔗		✔	0.382	0.241	0.422	0.570	21.55	0.805	0.367	0.637	0.572	0.057	11.166	0.7365	34.2	199.55
2 #18932	aimslabs User #1995	aimslabs_t2_39_test MaCVi 27 Testing phase	21-Oct-2026	🔗		✔	0.380	0.237	0.420	0.564	21.55	0.805	0.367	0.637	0.572	0.057	11.166	0.7365	34.4	198.50
3 #18929	aimslabs User #1992	aimslabs MaCVi 27 Testing phase	20-Oct-2026	🔗			0.365	0.212	0.394	0.539	21.55	0.805	0.367	0.637	0.572	0.057	10.589	0.7365	36.8	187.99
4 #18948	GitRemoveAll User #2008	soup500_250 MaCVi 27 Testing phase	21-Oct-2026	🔗		✔	0.361	0.243	0.428	0.569	19.95	0.775	0.373	0.615	0.552	0.016	7.727	0.8288	47.2	241.86
5 #18980	df User #2114	dx MaCVi 27 Testing phase	21-Oct-2026	🔗			0.348	0.183	0.360	0.510	21.55	0.805	0.367	0.637	0.572	0.057	11.166	0.7365	34.3	198.95
6 #18949	UW-IPL User #2038	IPL-test-v1 MaCVi 27 Testing phase	21-Oct-2026	🔗		✔	0.320	0.166	0.344	0.484	19.07	0.784	0.506	0.611	0.569	0.049	3.462	0.7949	95.5	113.38
7 #18924	deepdrivepl User #1974	e31c-kd-s24k-all MaCVi 27 Testing phase	20-Oct-2026	🔗		✔	0.318	0.229	0.413	0.555	17.10	0.705	0.166	0.406	0.533	0.048	1.696	0.8940	162.4	64.78
8 #18928	PicusLab Federico II Enea User #2055	PicuslabMarine MaCVi 27 Testing phase	20-Oct-2026	🔗			0.226	0.031	0.262	0.336	17.62	0.753	0.521	0.726	0.569	0.039	10.295	0.8607	38.7	292.47
9 #18946	GIST User #1770	1021_S3 MaCVi 27 Testing phase	21-Oct-2026	🔗			0.222	0.072	0.228	0.316	16.64	0.714	0.245	0.649	0.543	0.000	11.673	0.9654	58.3	183.97
10 #18953	GIST User #1797	1021-S11 MaCVi 27 Testing phase	21-Oct-2026	🔗			0.204	0.018	0.236	0.322	16.83	0.749	0.314	0.712	0.562	0.032	11.671	0.9667	57.4	195.66
Development phase -- Ranked among development-phase submissions only. Not used for the final ranking.
1 #18720	StagAI User #2005	3e8d49d22cd6 MaCVi 27	15-Oct-2026	🔗		✔	0.554	0.558	0.689	0.810	20.08	0.856	0.445	0.285	0.530	-0.005	10.816	0.7725	26.8	425.88
2 #18604	StagAI User #2005	t2E9 all lv ref8 MaCVi 27	12-Oct-2026	🔗		✔	0.546	0.558	0.689	0.810	18.47	0.852	0.548	0.272	0.523	0.001	10.608	0.6755	32.3	350.24
3 #18892	aimslabs User #1995	aimslabs_t2_39 MaCVi 27	20-Oct-2026	🔗	✔	✔	0.516	0.458	0.611	0.750	22.07	0.879	0.536	0.332	0.544	-0.000	11.166	0.7365	34.3	198.75
4 #18894	aimslabs User #1995	aimslabs_t2_41 MaCVi 27	20-Oct-2026	🔗	✔	✔	0.513	0.453	0.607	0.747	22.07	0.879	0.536	0.332	0.544	-0.000	11.742	0.7365	32.5	210.00
5 #18870	aimslabs User #1995	aimslabs_t2_37 MaCVi 27	19-Oct-2026	🔗	✔	✔	0.513	0.453	0.607	0.747	22.07	0.879	0.536	0.332	0.544	-0.000	11.166	0.7365	34.1	202.76
6 #18867	aimslabs User #1992	aimslabs MaCVi 27	19-Oct-2026	🔗			0.511	0.450	0.604	0.746	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.9	185.00
7 #18872	aimslabs User #1992	aimslabs MaCVi 27	19-Oct-2026	🔗			0.511	0.450	0.604	0.746	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.8	338.21
8 #18708	aimslabs User #1995	aimslabs_t2_23 MaCVi 27	15-Oct-2026	🔗	✔	✔	0.508	0.445	0.600	0.741	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.7	188.34
9 #18762	aimslabs User #1992	aimslabs MaCVi 27	16-Oct-2026	🔗			0.508	0.445	0.600	0.741	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.9	187.48
10 #18868	aimslabs User #1995	aimslabs_t2_35 MaCVi 27	19-Oct-2026	🔗	✔	✔	0.507	0.443	0.599	0.740	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.4	187.19
11 #18896	aimslabs User #1995	aimslabs_t2_42 MaCVi 27	20-Oct-2026	🔗	✔	✔	0.506	0.441	0.597	0.738	22.07	0.879	0.536	0.332	0.544	-0.000	11.166	0.7365	34.3	198.88
12 #18869	aimslabs User #1995	aimslabs_t2_36 MaCVi 27	19-Oct-2026	🔗	✔	✔	0.501	0.434	0.591	0.734	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.5	189.64
13 #18690	aimslabs User #1995	aimslabs_t2_17 MaCVi 27	14-Oct-2026	🔗	✔	✔	0.501	0.433	0.590	0.733	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.8	158.07
14 #18643	aimslabs User #1998	aimslabs_t2_12 MaCVi 27	13-Oct-2026	🔗			0.498	0.429	0.588	0.731	22.59	0.880	0.418	0.308	0.546	-0.004	8.283	0.7365	43.8	158.01
15 #18707	aimslabs User #1995	aimslabs_t2_21 MaCVi 27	15-Oct-2026	🔗	✔	✔	0.495	0.423	0.582	0.727	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.8	272.11
16 #18882	aimslabs User #1998	aimslabs_t2 MaCVi 27	20-Oct-2026	🔗			0.493	0.419	0.580	0.723	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.8	269.99
17 #18746	aimslabs User #1995	aimslabs_t2_31 MaCVi 27	16-Oct-2026	🔗	✔	✔	0.492	0.418	0.578	0.722	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.8	188.18
18 #18644	aimslabs User #1998	aimslabs_t2_13 MaCVi 27	13-Oct-2026	🔗			0.492	0.419	0.579	0.723	22.64	0.880	0.408	0.302	0.546	-0.004	8.283	0.7365	42.3	279.68
19 #18629	aimslabs User #1998	aimslabs_t2_11 MaCVi 27	12-Oct-2026	🔗			0.490	0.415	0.576	0.720	22.64	0.880	0.408	0.302	0.546	-0.004	8.283	0.7365	43.7	272.89
20 #18706	aimslabs User #1995	aimslabs_t2_20 MaCVi 27	15-Oct-2026	🔗	✔	✔	0.489	0.413	0.574	0.719	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.9	155.19
21 #18659	aimslabs User #1998	aimslabs_t2_14 MaCVi 27	13-Oct-2026	🔗			0.488	0.418	0.578	0.723	22.02	0.880	0.450	0.324	0.545	-0.007	8.283	0.7365	43.8	158.03
22 #18761	aimslabs User #1992	aimslabs MaCVi 27	16-Oct-2026	🔗			0.488	0.411	0.573	0.718	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.8	188.07
23 #18883	aimslabs User #1998	aimslabs_t2 MaCVi 27	20-Oct-2026	🔗			0.484	0.405	0.568	0.714	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.8	272.43
24 #18661	aimslabs User #1998	aimslabs_t2_15 MaCVi 27	13-Oct-2026	🔗			0.483	0.410	0.572	0.717	21.93	0.880	0.442	0.323	0.545	-0.007	8.283	0.7365	43.9	274.32
25 #18691	aimslabs User #1995	aimslabs_t2_18 MaCVi 27	14-Oct-2026	🔗	✔	✔	0.482	0.402	0.564	0.712	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.8	157.94
26 #18482	aimslabs User #1995	aimslabs_t2_08 MaCVi 27	08-Oct-2026	🔗			0.479	0.397	0.560	0.708	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.7	155.85
27 #18760	aimslabs User #1992	aimslabs MaCVi 27	16-Oct-2026	🔗			0.478	0.394	0.559	0.705	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.9	187.64
28 #18641	aimslabs User #1995	aimslabs_t2_12 MaCVi 27	13-Oct-2026	🔗	✔	✔	0.475	0.398	0.565	0.705	21.30	0.873	0.553	0.332	0.544	0.001	10.170	0.9528	46.6	242.83
29 #18745	aimslabs User #1995	aimslabs_t2_29 MaCVi 27	16-Oct-2026	🔗	✔	✔	0.473	0.387	0.552	0.701	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.8	324.31
30 #18775	aimslabs User #1995	aimslabs_t2_33 MaCVi 27	17-Oct-2026	🔗	✔	✔	0.473	0.386	0.553	0.697	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.8	324.20
31 #18777	aimslabs User #1995	aimslabs_t2_25 MaCVi 27	17-Oct-2026	🔗	✔	✔	0.473	0.386	0.551	0.699	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.8	188.20
32 #18744	aimslabs User #1995	aimslabs_t2_32 MaCVi 27	16-Oct-2026	🔗	✔	✔	0.472	0.384	0.553	0.695	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.8	188.26
33 #18891	aimslabs User #1998	aimslabs_t2_more MaCVi 27	20-Oct-2026	🔗			0.471	0.383	0.549	0.697	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.8	155.77
34 #18836	deepdrivepl User #1974	e31-kd-all MaCVi 27	19-Oct-2026	🔗		✔	0.466	0.487	0.634	0.768	15.97	0.796	0.144	0.045	0.535	0.011	1.696	0.8940	161.9	64.98
35 #18782	aimslabs User #1998	aimslabs_t1_35 MaCVi 27	17-Oct-2026	🔗			0.465	0.377	0.546	0.691	22.41	0.880	0.415	0.309	0.546	-0.005	8.411	0.7374	41.9	165.20
36 #18755	aimslabs User #1992	aims labs MaCVi 27	16-Oct-2026	🔗			0.463	0.404	0.567	0.713	20.58	0.870	0.224	0.313	0.546	-0.002	10.589	0.7365	36.8	187.89
37 #18776	aimslabs User #1995	aimslabs_t2_28 MaCVi 27	17-Oct-2026	🔗	✔	✔	0.462	0.368	0.537	0.685	22.07	0.879	0.536	0.332	0.544	-0.000	10.589	0.7365	36.8	187.85
38 #18780	aimslabs User #1998	aimslabs_t2_34 MaCVi 27	17-Oct-2026	🔗			0.457	0.361	0.530	0.682	22.61	0.880	0.401	0.300	0.546	-0.005	7.756	0.8658	42.6	162.40
39 #18753	aimslabs User #1992	aimslabs MaCVi 27	16-Oct-2026	🔗			0.447	0.378	0.546	0.692	20.58	0.870	0.224	0.313	0.546	-0.002	8.283	0.7365	43.9	157.78
40 #18642	aimslabs User #1995	aimslabs_t2_13 MaCVi 27	13-Oct-2026	🔗	✔	✔	0.446	0.342	0.515	0.663	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.8	272.67
41 #18774	xetalabs User #2088	xetalabs MaCVi 27	17-Oct-2026	🔗			0.441	0.331	0.506	0.654	22.27	0.876	0.565	0.337	0.544	-0.004	10.589	0.7365	36.8	187.97
42 #18881	GitRemoveAll User #2008	distill2 MaCVi 27	20-Oct-2026	🔗		✔	0.429	0.376	0.545	0.690	18.48	0.839	0.392	0.306	0.532	-0.015	7.727	0.8288	47.2	250.77
43 #18689	aimslabs User #1995	aimslabs_t2_16 MaCVi 27	14-Oct-2026	🔗	✔	✔	0.425	0.316	0.492	0.642	21.30	0.873	0.553	0.332	0.544	0.001	10.170	0.9528	46.8	147.92
44 #18733	deepdrivepl User #1974	e30-mbv3-all MaCVi 27	15-Oct-2026	🔗		✔	0.418	0.394	0.562	0.701	16.82	0.814	0.155	0.078	0.531	0.005	1.696	0.8940	162.5	64.74
45 #18640	aimslabs User #1995	aimslabs_t2_11 MaCVi 27	13-Oct-2026	🔗	✔	✔	0.416	0.291	0.468	0.622	22.07	0.879	0.536	0.332	0.544	-0.000	8.283	0.7365	43.9	155.43
46 #18477	GIST User #1770	kbl MaCVi 27	08-Oct-2026	🔗			0.411	0.360	0.530	0.680	16.98	0.825	0.445	0.347	0.541	-0.014	11.671	0.9667	57.2	196.16
47 #18615	GIST User #1770	1011_enet MaCVi 27	12-Oct-2026	🔗			0.409	0.337	0.510	0.661	18.26	0.834	0.484	0.356	0.542	-0.012	11.671	0.9667	57.4	197.39
48 #18625	aimslabs User #1995	aimslabs_t2_09 MaCVi 27	12-Oct-2026	🔗	✔	✔	0.408	0.287	0.468	0.614	21.30	0.873	0.553	0.332	0.544	0.001	10.170	0.9528	46.7	240.08
49 #18900	GIST User #1797	1019_640x768 MaCVi 27	20-Oct-2026	🔗			0.407	0.346	0.518	0.666	18.13	0.816	0.363	0.192	0.547	0.008	10.942	0.9667	60.5	187.06
50 #18830	GIST User #1770	1019_track2_onnx_s10 MaCVi 27	19-Oct-2026	🔗			0.405	0.334	0.509	0.657	18.69	0.845	0.344	0.285	0.521	-0.005	11.671	0.9667	57.2	196.29
51 #18858	ICI Innolabs User #2040	ICI Innolabs7 MaCVi 27	19-Oct-2026	🔗		✔	0.393	0.264	0.447	0.591	22.90	0.881	0.194	0.275	0.541	-0.013	10.207	0.9908	27.7	249.88
52 #18624	aimslabs User #1995	aimslabs_t2_10 MaCVi 27	12-Oct-2026	🔗	✔	✔	0.388	0.256	0.441	0.580	20.76	0.859	0.659	0.358	0.553	0.003	11.355	0.9443	93.6	113.51
53 #18814	GIST User #1770	1018_enet_s9 MaCVi 27	18-Oct-2026	🔗			0.380	0.301	0.480	0.627	18.10	0.833	0.338	0.294	0.521	-0.002	11.671	0.9667	57.3	195.85
54 #18627	ICI Innolabs User #2040	ICI Innolabs2 MaCVi 27	12-Oct-2026	🔗		✔	0.374	0.264	0.447	0.591	20.87	0.858	0.191	0.176	0.541	-0.011	10.207	0.9908	27.7	249.66
55 #18727	MIT-BLR User #2043	EURS-EdgeSOTA-V2 MaCVi 27	15-Oct-2026	🔗			0.373	0.282	0.472	0.598	16.37	0.757	0.860	0.384	0.561	0.039	2.250	0.3537	67.7	167.35
56 #18756	GitRemoveAll User #2008	distill1 MaCVi 27	16-Oct-2026	🔗		✔	0.364	0.270	0.455	0.594	18.31	0.841	0.361	0.265	0.532	-0.014	7.727	0.8288	47.2	241.90
57 #18838	ICI Innolabs User #2040	ICI Innolabs5 MaCVi 27	19-Oct-2026	🔗		✔	0.357	0.205	0.387	0.529	22.90	0.881	0.194	0.275	0.541	-0.013	10.207	0.9908	27.6	250.32
58 #18849	ICI Innolabs User #2040	ICI Innolabs6 MaCVi 27	19-Oct-2026	🔗		✔	0.343	0.190	0.375	0.506	22.03	0.881	0.197	0.271	0.543	-0.009	10.207	0.9908	27.7	250.05
59 #18719	ICI Innolabs User #2000	ICI Innolabs MaCVi 27	15-Oct-2026	🔗		✔	0.340	0.225	0.410	0.548	17.73	0.811	0.595	0.199	0.548	0.013	11.269	0.9656	33.1	396.60
60 #18831	GIST User #1770	1019_track2_onnx_s9_s1 MaCVi 27	19-Oct-2026	🔗			0.340	0.236	0.418	0.566	17.72	0.834	0.358	0.314	0.518	-0.002	11.671	0.9667	57.4	186.92
61 #18699	MIT-BLR User #2043	EURS-Net V5-Calibrated MaCVi 27	14-Oct-2026	🔗			0.338	0.245	0.426	0.576	17.10	0.821	0.319	0.081	0.529	0.019	9.050	0.7683	24.1	287.24
62 #18686	MIT-BLR User #2043	EURS-Net V5-9 MaCVi 27	14-Oct-2026	🔗			0.338	0.245	0.426	0.576	17.10	0.821	0.319	0.081	0.529	0.019	9.050	0.7683	24.1	291.14
63 #18665	ICI Innolabs User #2040	ICI Innolabs3 MaCVi 27	13-Oct-2026	🔗		✔	0.337	0.202	0.384	0.526	20.87	0.858	0.191	0.176	0.541	-0.011	10.207	0.9908	27.7	249.90
64 #18671	MIT-BLR User #2043	EURS-Net V5-7 MaCVi 27	13-Oct-2026	🔗		✔	0.337	0.235	0.416	0.565	17.46	0.830	0.334	0.080	0.535	0.016	9.050	0.7683	24.1	287.00
65 #18899	GIST User #1770	1019_s9_s2 MaCVi 27	20-Oct-2026	🔗			0.333	0.221	0.405	0.546	17.93	0.833	0.349	0.317	0.525	0.002	11.671	0.9667	57.2	196.27
66 #18709	ICI Innolabs User #2040	ICI Innolabs4 MaCVi 27	15-Oct-2026	🔗		✔	0.328	0.187	0.368	0.508	20.87	0.858	0.191	0.176	0.541	-0.011	10.207	0.9908	27.7	253.35
67 #18377	StagAI User #2005	83b7ae147e59 MaCVi 27	05-Oct-2026	🔗		✔	0.321	0.229	0.418	0.549	16.44	0.798	0.256	0.132	0.552	0.015	1.487	0.6691	179.9	56.27
68 #18335	StagAI User #2005	4f764014825a MaCVi 27	04-Oct-2026	🔗		✔	0.315	0.222	0.413	0.539	16.32	0.792	0.218	0.147	0.552	0.017	1.093	0.6691	224.9	42.34
69 #18728	GitRemoveAll User #1987	Mobile MaCVi 27	15-Oct-2026	🔗		✔	0.309	0.206	0.395	0.521	16.95	0.806	0.214	0.194	0.545	-0.001	0.868	0.7483	110.9	90.34
70 #18743	GitRemoveAll User #1987	Mobile MaCVi 27	16-Oct-2026	🔗		✔	0.307	0.204	0.394	0.519	16.92	0.810	0.198	0.192	0.538	-0.004	0.873	0.7491	106.5	99.78
71 #18658	MIT-BLR User #2043	EURS-Net V5-2 MaCVi 27	13-Oct-2026	🔗		✔	0.305	0.187	0.371	0.504	16.81	0.788	0.494	0.239	0.533	0.020	9.050	0.7683	24.0	521.77
72 #18751	MIT-BLR User #2043	EXP-COMBINED-BEST MaCVi 27	16-Oct-2026	🔗			0.303	0.163	0.348	0.467	16.75	0.765	0.824	0.325	0.564	0.037	3.567	0.9589	68.6	165.29
73 #18618	MIT-BLR User #2043	EURS-Net V4 MaCVi 27	12-Oct-2026	🔗		✔	0.301	0.189	0.376	0.503	16.78	0.795	0.444	0.184	0.530	-0.005	8.151	0.7086	27.3	459.47
74 #18415	StagAI User #2005	729786c5f761 MaCVi 27	06-Oct-2026	🔗		✔	0.299	0.202	0.391	0.518	16.24	0.783	0.241	0.053	0.543	0.010	1.487	0.6691	179.3	56.48
75 #18712	GitRemoveAll User #1987	Mobile MaCVi 27	15-Oct-2026	🔗			0.297	0.185	0.374	0.496	17.00	0.805	0.243	0.203	0.538	-0.002	0.584	0.7421	124.6	81.21
76 #18609	ICI Innolabs User #2040	ICI Innolabs MaCVi 27	12-Oct-2026	🔗			0.295	0.126	0.302	0.418	21.38	0.863	0.185	0.185	0.533	-0.011	10.434	0.9035	25.9	263.73
77 #18904	ICI Innolabs User #2040	ICI Innolabs8 MaCVi 27	20-Oct-2026	🔗		✔	0.291	0.125	0.306	0.410	20.87	0.858	0.191	0.176	0.541	-0.011	10.320	0.9910	26.9	253.07
78 #18693	GitRemoveAll User #1987	Mobile MaCVi 27	14-Oct-2026	🔗		✔	0.288	0.168	0.356	0.474	17.10	0.812	0.238	0.161	0.537	0.000	0.584	0.6218	142.9	70.83
79 #18649	MIT-BLR User #2043	EURS-Net V5 MaCVi 27	13-Oct-2026	🔗			0.279	0.143	0.319	0.450	16.81	0.788	0.494	0.239	0.533	0.020	9.050	0.7683	24.1	287.03
80 #18638	GitRemoveAll User #1987	Reintex MaCVi 27	13-Oct-2026	🔗			0.273	0.140	0.321	0.437	15.17	0.725	1.000	0.138	0.532	0.037	0.021	0.5776	45.7	223.84
81 #18901	APC_TDC User #1802	EURS_t2_sub003 MaCVi 27	20-Oct-2026	🔗			0.272	0.145	0.324	0.448	16.87	0.781	0.236	0.246	0.564	0.006	10.628	0.8660	69.4	171.93
82 #18485	UQ User #1999	t2e2c MaCVi 27	08-Oct-2026	🔗		✔	0.267	0.134	0.308	0.434	17.45	0.821	0.385	0.196	0.484	-0.025	9.077	0.6905	26.8	262.24
83 #18410	UQ User #1999	t2e2 MaCVi 27	06-Oct-2026	🔗		✔	0.265	0.139	0.315	0.443	17.44	0.818	0.229	0.211	0.480	-0.025	5.810	0.6905	40.8	294.63
84 #18452	UQ User #1999	t2e2b MaCVi 27	07-Oct-2026	🔗		✔	0.263	0.127	0.298	0.424	17.45	0.821	0.385	0.196	0.484	-0.025	9.077	0.6905	26.7	472.62
85 #18864	APC_TDC User #1802	EURS_t2_sub002 MaCVi 27	19-Oct-2026	🔗			0.261	0.131	0.306	0.427	16.41	0.782	0.237	0.278	0.566	0.005	10.628	0.8660	69.3	170.61
86 #18622	GitRemoveAll User #1987	Retinex MaCVi 27	12-Oct-2026	🔗			0.255	0.116	0.290	0.399	15.82	0.743	0.652	0.133	0.555	0.022	0.021	0.5352	50.9	200.72
87 #18662	GitRemoveAll User #1987	Retnee MaCVi 27	13-Oct-2026	🔗			0.253	0.107	0.320	0.438	14.91	0.721	0.994	0.187	0.545	0.031	0.021	0.5625	45.9	222.83
88 #18566	GitRemoveAll User #1987	Retinex_param MaCVi 27	10-Oct-2026	🔗			0.250	0.123	0.299	0.412	15.96	0.762	0.194	0.210	0.552	0.025	0.021	0.5320	71.8	156.30
89 #18551	UIT User #2013	CS MaCVi 27	10-Oct-2026	🔗		✔	0.249	0.053	0.186	0.283	20.57	0.858	0.240	0.222	0.550	-0.006	2.810	0.9880	10.9	633.86
90 #18684	GitRemoveAll User #1987	Re MaCVi 27	14-Oct-2026	🔗			0.249	0.096	0.303	0.410	15.42	0.728	0.980	0.192	0.550	0.024	0.021	0.5625	46.4	220.41
91 #18510	UIT User #2013	CS MaCVi 27	09-Oct-2026	🔗		✔	0.248	0.050	0.183	0.275	20.57	0.858	0.240	0.222	0.550	-0.006	4.154	0.9118	10.3	669.36
92 #18479	UIT User #2013	CS MaCVi 27	08-Oct-2026	🔗		✔	0.246	0.047	0.176	0.269	20.57	0.858	0.240	0.222	0.550	-0.006	3.746	0.8394	10.9	626.57
93 #18509	GitRemoveAll User #1987	Retinex_scaled MaCVi 27	09-Oct-2026	🔗			0.242	0.118	0.295	0.401	15.64	0.720	0.235	0.138	0.556	0.036	0.064	0.5319	76.4	141.65
94 #18310	UIT User #1986	CamSanhThuc MaCVi 27	03-Oct-2026	🔗			0.241	0.107	0.279	0.383	16.72	0.795	0.077	0.182	0.524	0.004	1.663	0.2900	146.3	73.31
95 #18778	GitRemoveAll User #1987	Mobile MaCVi 27	17-Oct-2026	🔗		✔	0.240	0.092	0.334	0.451	16.63	0.809	0.216	0.216	0.548	0.005	0.923	0.8051	103.3	101.82
96 #18053	Kvh User #1970	v5 MaCVi 27	11-Sep-2026	🔗			0.240	0.068	0.211	0.323	18.21	0.835	0.280	0.301	0.541	-0.013	9.390	0.3103	113.0	93.10
97 #18231	UIT User #1989	CamSanhThuc MaCVi 27	30-Sep-2026	🔗			0.240	0.106	0.279	0.379	16.89	0.796	0.081	0.181	0.514	-0.003	1.663	0.2900	144.1	83.50
98 #18236	UIT User #1986	CamSanhThuc MaCVi 27	30-Sep-2026	🔗			0.239	0.108	0.283	0.383	16.55	0.787	0.088	0.219	0.512	0.001	1.663	0.2900	144.9	78.89
99 #18311	UIT User #1988	CamSanhThuc MaCVi 27	03-Oct-2026	🔗			0.238	0.099	0.271	0.366	17.11	0.801	0.083	0.178	0.514	-0.003	1.663	0.2900	146.0	74.15
100 #18272	UIT User #1988	CamSanhThuc MaCVi 27	02-Oct-2026	🔗			0.238	0.099	0.271	0.366	17.11	0.801	0.083	0.178	0.514	-0.003	1.663	0.2900	143.4	71.29
101 #18557	GitRemoveAll User #1987	Retinex_v02 MaCVi 27	10-Oct-2026	🔗			0.233	0.097	0.268	0.363	15.88	0.735	0.200	0.177	0.570	0.037	0.021	0.5315	80.6	134.35
102 #18541	GitRemoveAll User #1987	Retinex_scaled MaCVi 27	09-Oct-2026	🔗			0.230	0.102	0.276	0.371	15.71	0.722	0.200	0.170	0.540	0.033	0.064	0.5319	79.8	134.41
103 #18608	GitRemoveAll User #1987	Retinex_fix MaCVi 27	12-Oct-2026	🔗			0.230	0.095	0.264	0.358	15.15	0.741	0.249	0.227	0.562	0.040	0.021	0.5323	52.6	186.81
104 #18323	UIT User #2002	CS_Thuc MaCVi 27	03-Oct-2026	🔗			0.229	0.094	0.265	0.358	16.19	0.769	0.071	0.115	0.541	0.023	2.641	0.7635	138.1	72.57
105 #18250	UIT User #1989	CamSanhThuc MaCVi 27	01-Oct-2026	🔗			0.229	0.094	0.261	0.359	16.50	0.791	0.075	0.174	0.514	-0.002	1.663	0.2900	144.8	78.96
106 #18863	APC_TDC User #1802	EURS_t2_sub001 MaCVi 27	19-Oct-2026	🔗			0.229	0.084	0.244	0.343	16.18	0.763	0.230	0.181	0.564	0.017	10.628	0.8660	69.5	163.08
107 #18237	UIT User #1988	CamSanhThuc MaCVi 27	30-Sep-2026	🔗			0.222	0.077	0.234	0.329	16.89	0.796	0.081	0.181	0.514	-0.003	2.055	0.2497	142.0	75.53
108 #18239	UIT User #1988	CamSanhThuc MaCVi 27	30-Sep-2026	🔗			0.222	0.077	0.234	0.329	16.89	0.796	0.081	0.181	0.514	-0.003	2.055	0.2497	141.4	80.17
109 #18197	UIT User #1988	CamSanhThuc MaCVi 27	29-Sep-2026	🔗			0.221	0.083	0.245	0.338	16.17	0.778	0.082	0.207	0.514	0.009	1.876	0.2024	123.8	96.42
110 #18437	... User #2013	test MaCVi 27	07-Oct-2026	🔗			0.220	0.027	0.126	0.214	20.01	0.827	0.076	0.157	0.559	-0.008	0.937	0.8394	35.6	194.33
111 #18468	GitRemoveAll User #1987	Retinex_2stage MaCVi 27	08-Oct-2026	🔗			0.219	0.079	0.238	0.333	15.54	0.730	0.152	0.194	0.557	0.046	0.064	0.1478	115.3	92.99
112 #18542	UIT User #1989	CamSanhThuc MaCVi 27	09-Oct-2026	🔗		✔	0.218	0.030	0.265	0.360	19.90	0.820	0.055	0.088	0.560	-0.009	11.781	0.9875	23.3	293.17
113 #18431	GitRemoveAll User #1987	Retinex_Color MaCVi 27	07-Oct-2026	🔗			0.218	0.078	0.237	0.330	15.26	0.734	0.166	0.240	0.553	0.048	0.000	0.1474	118.1	89.99
114 #18340	GitRemoveAll User #1987	Baseline MaCVi 27	04-Oct-2026	🔗			0.217	0.082	0.240	0.341	14.53	0.720	0.190	0.134	0.541	0.065	8.249	0.6558	31.7	376.28
115 #18320	UIT User #1984	CamSanhDx_T MaCVi 27	03-Oct-2026	🔗		✔	0.217	0.074	0.232	0.318	16.16	0.766	0.071	0.112	0.543	0.025	2.641	0.7635	138.9	72.89
116 #18216	deepdrivepl User #1974	e13a-netrest MaCVi 27	30-Sep-2026	🔗			0.213	0.041	0.228	0.312	17.22	0.793	0.247	0.189	0.546	0.018	6.369	0.3398	58.2	186.26
117 #18370	UIT User #1986	WWE MaCVi 27	05-Oct-2026	🔗			0.210	0.032	0.151	0.210	18.09	0.787	0.081	0.243	0.575	0.008	10.491	0.9880	42.2	161.42
118 #18374	UQ User #1999	t2_base MaCVi 27	05-Oct-2026	🔗			0.207	0.043	0.169	0.254	17.44	0.818	0.229	0.211	0.480	-0.025	8.160	0.1507	29.6	405.93
119 #18048	Kvh User #1970	v2 MaCVi 27	09-Sep-2026	🔗			0.207	0.062	0.210	0.297	16.13	0.711	0.235	0.307	0.533	0.014	9.390	0.3103	113.2	92.98
120 #18027	Kvh User #1970	base+improve MaCVi 27	07-Sep-2026	🔗			0.207	0.062	0.210	0.297	16.13	0.711	0.235	0.307	0.533	0.014	9.390	0.3103	113.0	94.90
121 #18453	StagAI User #2005	t2f053 v2 MaCVi 27	07-Oct-2026	🔗		✔	0.206	0.000	0.276	0.354	18.75	0.850	0.344	0.122	0.543	0.002	1.639	0.6743	139.1	76.38
122 #18518	UIT User #1988	CamSanhThuc MaCVi 27	09-Oct-2026	🔗		✔	0.204	0.006	0.357	0.467	19.90	0.820	0.055	0.088	0.560	-0.009	11.856	0.9883	23.1	277.78
123 #18387	hcmhcm User #1991	a1 MaCVi 27	06-Oct-2026	🔗	✔	✔	0.204	0.060	0.212	0.283	16.02	0.767	0.106	0.045	0.538	0.000	9.456	0.9347	92.2	115.21
124 #18381	hcm User #1991	a0 MaCVi 27	05-Oct-2026	🔗	✔	✔	0.196	0.047	0.187	0.249	16.22	0.770	0.117	0.016	0.532	-0.001	9.456	0.9347	91.9	115.62
125 #18009	cevi User #591	jetson-test-06 MaCVi 27	03-Sep-2026	🔗			0.195	0.067	0.218	0.309	14.68	0.686	0.041	--	--	--	0.253	0.0523	592.4	16.07
126 #18166	UIT User #1986	CamSanh3 MaCVi 27	28-Sep-2026	🔗			0.194	0.000	0.143	0.224	18.37	0.795	0.107	0.225	0.571	0.009	0.393	0.7633	29.0	238.70
127 #18260	UIT User #1984	CamSanhDx MaCVi 27	01-Oct-2026	🔗		✔	0.190	0.013	0.118	0.183	16.58	0.801	0.115	0.165	0.582	0.006	9.927	0.7598	42.8	161.70
128 #18273	aimslabs User #1995	aimslabs_t2_05_probe MaCVi 27	02-Oct-2026	🔗			0.190	0.051	0.191	0.267	14.01	0.667	0.127	0.134	0.535	0.071	1.138	0.0523	162.7	65.28
129 #18397	UIT User #1988	CamSanhThuc MaCVi 27	06-Oct-2026	🔗		✔	0.187	0.041	0.293	0.392	15.72	0.723	0.035	-0.128	0.569	0.035	0.262	0.3545	380.0	23.21
130 #18271	UIT User #1984	CamSanhDx MaCVi 27	02-Oct-2026	🔗		✔	0.182	0.000	0.139	0.210	16.58	0.801	0.115	0.165	0.582	0.006	11.221	0.8040	40.1	269.78
131 #18268	GIST User #1770	kblkbl MaCVi 27	02-Oct-2026	🔗			0.178	0.000	0.244	0.322	16.91	0.761	0.334	0.294	0.514	-0.022	6.112	0.8875	86.2	125.59
132 #18871	sarai rohilla gng User #2089	bla bli blu MaCVi 27	19-Oct-2026	🔗			0.166	0.064	0.249	0.349	12.29	0.525	0.064	-0.223	0.534	0.034	0.000	0.4944	126.6	82.29
133 #18341	... User #2013	smoke_test MaCVi 27	04-Oct-2026	🔗			0.165	0.000	0.151	0.172	15.11	0.760	0.095	0.392	0.566	-0.015	0.309	0.7417	38.5	296.42
134 #18170	HCMUS User #1991	Testing MaCVi 27	28-Sep-2026	🔗			0.165	0.004	0.180	0.253	14.88	0.723	0.068	0.102	0.550	0.045	10.446	0.7985	85.1	133.20
135 #18026	Kvh User #1970	baseline MaCVi 27	06-Sep-2026	🔗			0.162	0.000	0.114	0.172	15.19	0.709	0.189	0.231	0.538	0.016	6.955	0.0457	125.5	85.45
136 #17989	cevi User #591	jetson-test2 MaCVi 27	31-Aug-2026	🔗			0.156	0.051	0.191	0.267	14.01	0.667	0.127	--	--	--	1.166	0.0523	166.5	63.80
137 #18811	aimslab User #2094	scaledtta MaCVi 27	18-Oct-2026	🔗			0.138	0.039	0.155	0.252	11.86	0.433	0.102	-0.210	0.521	0.026	6.526	0.8309	48.4	221.54
138 #17996	cevi User #591	jetson-test MaCVi 27	01-Sep-2026	🔗			0.136	0.000	0.140	0.189	15.18	0.721	0.123	--	--	--	3.843	0.1912	90.3	124.26
139 #18389	... User #2013	smoke_test MaCVi 27	06-Oct-2026	🔗			0.125	0.002	0.094	0.163	12.26	0.509	0.024	-0.266	0.536	0.035	0.728	0.0978	470.4	21.52
140 #17977	cevi User #591	test MaCVi 27	30-Aug-2026	🔗			0.093	0.000	0.188	0.269	15.17	0.505	0.020	--	--	--	1.166	0.0523	166.8	63.67

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