3D object selection on LERF-OVS benchmark leaderboard · SOTA2 Research

3D object selection on LERF-OVS

51.78mIoU (Mean)TreeGaussian

Evaluation Results

Method	Links
TreeGaussian2026.03		51.78	—	—	—	—	—	—	—	—	70.51
LightSplat2026.03		47.58	34.95	50.63	45.07	59.65	59.09	76.79	57.75	79.66	68.32
ProFuse2026.01		46	36.91	56.13	28.16	62.78	68.18	85.71	39.44	79.66	68.25
InstanceGaussian2026.03		45.3	—	—	—	—	—	—	—	—	58.44
Dr.Splat2026.03		43.58	39.07	53.36	24.7	57.2	63.64	80.36	35.21	76.27	63.87
OpenGaussian2026.03		42.15	30.96	55.38	24.02	58.24	45.45	75	28.17	76.27	56.22
Dr. Splat2026.01		40.74	29.37	51.73	26.32	55.53	50	82.14	40.85	79.66	63.16
OpenGaussian2026.01		39.36	24.57	53.01	24.44	55.4	36.36	83.93	39.44	76.27	59
LUDVIG2026.03		39.28	28.08	47.43	29.33	52.28	51.33	67.02	50.36	85.72	63.61
OmniSeg3D-GS2026.03		38.55	—	—	—	—	—	—	—	—	63.29
Ilov3Splat2026.05		38.45	23.95	45.94	21.7	62.21	40.91	64.15	36.36	79.17	55.15
OpenGaussian2026.03		38.36	—	—	—	—	—	—	—	—	51.43
OpenGaussian2026.05		38.36	22.7	39.29	31.01	60.44	31.82	55.36	42.25	76.27	51.43
LEGaussians2026.03		17.42	17.21	16.4	14.15	21.93	27.27	25	28.17	33.9	28.56
LEGaussians2026.01		16.21	11.78	17.99	15.79	19.27	18.18	23.21	26.76	27.12	23.82
LEGaussians2026.03		16.21	—	—	—	—	—	—	—	—	23.82
LEGaussians2026.05		16.21	11.78	17.99	15.79	19.27	18.18	23.21	26.76	27.12	23.82
LangSplat2026.01		9.66	9.18	10.16	7.92	11.38	9.09	11.27	8.93	20.34	12.41
LangSplat2026.03		9.66	—	—	—	—	—	—	—	—	12.41
LangSplat2026.05		9.66	9.18	10.16	7.92	11.38	9.09	8.93	11.27	20.34	12.41
LangSplat2026.03		7.66	9.61	9.64	3.49	7.91	9.09	14.29	5.63	8.47	9.37