Novel-view reconstruction on HyperNeRF held-out 4D LangSplat (test) benchmark leaderboard · SOTA2 Research

Novel-view reconstruction on HyperNeRF held-out 4D LangSplat (test)

32.12Americano ScoreDeformable-3DGS

Evaluation Results

Method	Links
Deformable-3DGS2026.03		32.12	—	—	—	—	28.02	27.11	29.7	34.13	29.18	30.04
SC-GS2026.03		31.39	—	—	—	—	27.66	26.85	29.95	32.97	28.69	29.59
MotionGS2026.03		29.62	—	—	—	—	27.26	26.26	28.43	30.03	27.2	28.13
4D Synchronized Fields2026.03		29.23	—	—	—	—	27.49	27.44	29.67	32.7	24.59	28.52
4DGaussians2026.03		28.92	—	—	—	—	27.07	25.44	28.26	31.1	26.32	27.85
4D LangSplat2026.03		28	—	—	—	—	26.46	19.15	27.13	27.7	25.02	25.58
LERF2026.03		21.13	—	—	—	—	19.97	24.39	24.44	20.82	20.79	21.92
3DGS2026.03		17.33	—	—	—	—	17.6	16.97	16.66	17.36	16.78	17.12
LangSplat2026.03		16.57	—	—	—	—	17.24	16.71	16.43	16.65	16.57	16.69
LeGaussians2026.03		16.48	—	—	—	—	17.18	16.55	16.48	16.77	16.57	16.67
3DGS2026.03		0.685	—	—	—	—	0.666	0.596	0.671	0.669	0.654	0.657
LangSplat2026.03		0.589	—	—	—	—	0.606	0.568	0.627	0.579	0.614	0.597
LeGaussians2026.03		0.588	—	—	—	—	0.606	0.564	0.627	0.58	0.614	0.596
4D LangSplat2026.03		0.163	—	—	—	—	0.33	0.203	0.165	0.294	0.267	0.237
4DGaussians2026.03		0.153	—	—	—	—	0.295	0.181	0.188	0.184	0.3	0.217
LERF2026.03		0.141	—	—	—	—	0.293	0.156	0.165	0.213	0.29	0.21
MotionGS2026.03		0.1	—	—	—	—	0.29	0.183	0.118	0.121	0.227	0.173
4D Synchronized Fields2026.03		0.097	—	—	—	—	0.291	0.145	0.101	0.08	0.205	0.153
SC-GS2026.03		0.069	—	—	—	—	0.253	0.152	0.09	0.066	0.184	0.136
Deformable-3DGS2026.03		0.062	—	—	—	—	0.224	0.145	0.087	0.056	0.15	0.121