Synthetic Data Generation on freMTPL2freq interaction formula 4.4 (train) benchmark leaderboard · SOTA2 Research

Synthetic Data Generation on freMTPL2freq interaction formula 4.4 (train)

97.2298M1 ScoreCTGAN

Evaluation Results

Method	Links
CTGAN2025.09		97.2298	97.4553	12	1.6	0.2	0.3711	0.2556	0.0028	6.2939	0.0124	2.075	0.0101	9.023	0.0119	30.5449	4
COTE_MC_WGAN_GP2025.09		95.7471	101.6243	11.8	2	0.2	0.3585	0.2559	0.0045	49.0903	0.0105	1.3069	0.0045	8.906	0.0241	312.4132	11
MICE_VV2025.09		60.3352	66.8387	10.2	0.8	0.4	0.3508	0.2546	0.0014	0.2071	0.0291	1.1344	0.0038	3.19	0.0018	0.0539	2
MICE_TABULATOR2025.09		49.9084	55.7844	9.4	2	1.2	0.3491	0.2543	0.0011	0.4616	0.0248	0.4979	0.0007	0.955	0.001	0.3482	4
CTGAN_MICE2025.09		49.8728	53.2112	8.4	2	0.4	0.3546	0.2552	0.0024	2.9313	0.0048	0.3859	0.0101	9.023	0.005	13.2287	7
VAE_JAMOTTON2025.09		49.5806	55.0953	7.8	0.4	0.4	0.3538	0.255	0.002	0.3108	0.0224	0.9589	0.0052	7.658	0.0078	0.218	8
CTGAN_WITH_AE_MICE2025.09		47.6592	50.9883	8	2	0.4	0.3525	0.2548	0.0019	8.6975	0.0056	0.4775	0.0053	6.383	0.0039	45.2553	9
CTGAN_WITH_AE2025.09		41.8	46.3957	10	1.2	0.2	0.3462	0.2539	0.0021	19.8907	0.0212	1.7931	0.0053	6.383	0.0085	103.2512	7
MICE_FULL_SYN2025.09		16.6953	21.0476	15.6	1.6	0.4	0.3417	0.2532	0.0007	0.4539	0.0097	0.3869	0.0024	2.565	0.0018	0.4193	4
MICE_PART_SYN2025.09		13.6209	17.6173	15.4	1.8	0	0.3413	0.2532	0.0006	0.3418	0.0089	0.3074	0.002	2.169	0.0014	0.2953	2
training2025.09		0.8605	1	16	0	0	0.3394	0.2529	0	0	0	0	0	0	0	0	1