Novel View Synthesis on LOM low-light 1.0 (test) benchmark leaderboard · SOTA2 Research

Novel View Synthesis on LOM low-light 1.0 (test)

24.75BUU PSNRLuminance-GS++

Evaluation Results

Method	Links
Luminance-GS++2026.02		24.75	0.924	0.164	21.95	0.86	0.309	23.01	0.91	0.242	19.54	0.764	0.385	14.45	0.656	0.262	20.74	0.823	0.272
Aleth-NeRF2026.02		20.22	0.859	0.315	20.93	0.818	0.468	19.52	0.857	0.354	20.46	0.727	0.499	18.24	0.511	0.448	19.87	0.754	0.417
AME-NeRF2026.02		19.89	0.854	0.312	17.05	0.751	0.381	17.93	0.847	0.378	18.14	0.732	0.437	15.23	0.462	0.518	17.65	0.729	0.405
LLVE + 3DGS2026.02		19.67	0.868	0.253	15.29	0.805	0.424	17.18	0.858	0.379	14.01	0.677	0.452	15.98	0.43	0.488	16.43	0.728	0.399
SGZ + 3DGS2026.02		19.21	0.832	0.27	12.3	0.755	0.377	14.54	0.815	0.329	10.61	0.563	0.375	14.04	0.565	0.416	14.14	0.706	0.353
Luminance-GS2026.02		18.09	0.877	0.193	19.82	0.835	0.367	20.12	0.871	0.259	18.27	0.749	0.411	15.4	0.666	0.241	18.34	0.799	0.294
3DGS + Z-DCE2026.02		18.02	0.834	0.303	12.55	0.725	0.478	14.66	0.822	0.46	10.26	0.509	0.491	12.93	0.468	0.309	13.64	0.672	0.408
Z-DCE + 3DGS2026.02		17.83	0.874	0.35	12.47	0.762	0.399	13.86	0.841	0.308	10.37	0.544	0.441	12.74	0.487	0.248	13.45	0.702	0.349
NeRCo + 3DGS2026.02		16.69	0.802	0.33	19.11	0.773	0.376	18.04	0.868	0.381	16.16	0.703	0.397	17.97	0.502	0.399	17.59	0.727	0.345
3DGS + NeRCo2026.02		16.64	0.765	0.401	19.24	0.759	0.466	16.77	0.834	0.399	16.33	0.7	0.427	17.07	0.503	0.411	17.21	0.712	0.421
Gaussian-DK2026.02		15.95	0.753	0.247	14.86	0.693	0.318	14.39	0.782	0.35	17.83	0.687	0.394	12.47	0.138	0.565	15.1	0.61	0.375
3DGS + SCI2026.02		13.8	0.845	0.339	19.7	0.812	0.455	19.63	0.851	0.455	12.86	0.621	0.463	16.14	0.6	0.442	15.22	0.748	0.43
SCI + 3DGS2026.02		7.68	0.69	0.523	11.69	0.794	0.419	10.02	0.77	0.365	13.55	0.667	0.39	15.72	0.538	0.339	11.73	0.692	0.407
3DGS2026.02		7.53	0.299	0.442	6.06	0.151	0.742	6.31	0.216	0.723	6.37	0.077	0.781	8.15	0.044	0.62	6.88	0.157	0.662