Deblurring on Ev-DeblurBlender (test) benchmark leaderboard · SOTA2 Research

Deblurring on Ev-DeblurBlender (test)

32.37PSNR (FACTORY)Event-Aided Sharp Radiance Field Reconstruction

Evaluation Results

Method
Event-Aided Sharp Radiance Field Reconstruction2026.02	32.37	0.06	0.94	31.13	0.14	0.84	29.06	0.07	0.9	30.04	0.06	0.92	30.65	0.08	0.9
Ev-DeblurNeRF2026.02	31.79	0.06	0.93	31.51	0.14	0.84	28.67	0.08	0.9	29.72	0.07	0.92	30.42	0.08	0.9
EFNet + NeRF2026.02	29.01	0.14	0.87	29.77	0.18	0.8	27.76	0.11	0.87	29.4	0.94	0.89	28.99	0.34	0.86
PDRF2026.02	27.34	0.17	0.87	27.46	0.32	0.72	24.27	0.2	0.81	26.09	0.15	0.86	26.29	0.21	0.81
DP-NeRF2026.02	26.77	0.2	0.85	29.58	0.24	0.79	27.32	0.11	0.85	27.04	0.14	0.87	27.68	0.17	0.84
E2NeRF2026.02	24.9	0.17	0.78	29.57	0.18	0.78	23.06	0.19	0.74	26.49	0.1	0.85	26	0.16	0.78
DeblurNeRF2026.02	24.52	0.25	0.79	26.02	0.34	0.69	21.38	0.28	0.71	23.58	0.22	0.79	23.87	0.27	0.74
PVDNet + NeRF2026.02	22.5	0.29	0.71	23.89	0.43	0.52	20.26	0.33	0.64	22.49	0.25	0.74	22.28	0.32	0.65
ENeRF2026.02	22.46	0.19	0.79	25.51	0.28	0.72	22.97	0.16	0.83	21.07	0.2	0.8	23	0.21	0.79
BAD-NeRF2026.02	21.2	0.22	0.64	27.13	0.23	0.7	20.89	0.25	0.65	22.76	0.18	0.73	22.99	0.22	0.68
EFNet + NeRF2026.02	20.91	0.32	0.63	27.03	0.31	0.73	20.68	0.31	0.64	21.69	0.25	0.69	22.58	0.3	0.67
MPRNet + NeRF2026.02	19.09	0.37	0.56	25.49	0.39	0.64	17.79	0.42	0.51	19.82	0.31	0.62	20.55	0.37	0.58