Image Reconstruction on E-MNIST benchmark leaderboard · SOTA2 Research

Image Reconstruction on E-MNIST

13.53CQINR-VAE

Evaluation Results

Method	Links
QINR-VAE2026.03		13.53	12.45	12.99	14.25	12.84	13.42	14.44	12.58	12.79	12.59
QINR-AE2026.03		13.38	12.41	13.05	14.57	13.26	13.94	13.64	12.24	13.19	13.21
QINR-QGAN2026.03		12.12	11.41	11.83	12.37	11.92	11.97	12.11	11.5	11.96	11.26
Quantum AnoGAN2026.03		12.03	11.36	11.76	12.32	11.9	11.95	12.1	11.43	11.97	11.19
QINR-VAE2026.03		10.32	10.68	10.64	10.31	10.48	10.36	10.31	10.4	10.89	9.77
PQWGAN2026.03		10.17	9.54	10.01	10.43	9.99	10.06	10.13	9.66	10.1	9.45
QINR-QGAN2026.03		0.917	0.906	0.913	0.917	0.916	0.913	0.919	0.906	0.916	0.899
Quantum AnoGAN2026.03		0.915	0.905	0.912	0.917	0.916	0.912	0.919	0.905	0.916	0.898
PQWGAN2026.03		0.872	0.856	0.869	0.873	0.871	0.867	0.873	0.859	0.873	0.847
QINR-AE2026.03		0.824	0.761	0.811	0.901	0.801	0.855	0.825	0.759	0.816	0.827
QINR-VAE2026.03		0.822	0.767	0.802	0.892	0.78	0.825	0.856	0.776	0.796	0.799
QINR-VAE2026.03		0.634	0.642	0.668	0.723	0.624	0.659	0.63	0.629	0.682	0.61
QINR-AE2026.03		0.543	0.409	0.547	0.703	0.594	0.599	0.545	0.467	0.495	0.545
QINR-VAE2026.03		0.532	0.435	0.55	0.691	0.5	0.559	0.621	0.48	0.456	0.487
QINR-VAE2026.03		0.349	0.273	0.354	0.443	0.395	0.364	0.38	0.288	0.339	0.268
QINR-QGAN2026.03		0.258	0.192	0.235	0.292	0.254	0.258	0.259	0.231	0.257	0.218
Quantum AnoGAN2026.03		0.252	0.191	0.231	0.294	0.223	0.254	0.255	0.219	0.254	0.217
PQWGAN2026.03		0.179	0.127	0.164	0.226	0.149	0.179	0.186	0.165	0.179	0.144