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3D Reconstruction on ModelNet10

0.0191Chamfer Distance (CD)

InstantMesh

Updated 1mo ago

Evaluation Results

Method
InstantMesh 2026.06	0.0191	90.6	64.43	80.95	80.68	0.0537	0.211
Gemini 3 Pro 2026.06	0.0248	85.13	62.63	73.32	75.35	0.0826	0.2693
Gemini 3 Pro 2026.06	0.0249	85.32	61.06	74.27	75.17	0.0748	0.255
Gemini 3 Pro 2026.06	0.0251	85.73	61.99	73.74	75.85	0.0829	0.2681
Gemini 3 Pro 2026.06	0.028	82.77	58.2	71.9	72.75	0.09	0.2861
o3 2026.06	0.0318	79.49	53.06	71.74	69.34	0.0969	0.2939
o3 2026.06	0.0328	78.79	53.12	69.64	69.21	0.0983	0.3085
Gemini 3 Pro 2026.06	0.0356	76.24	49.86	71.34	65.91	0.0998	0.3032
Claude Sonnet 4 2026.06	0.0368	73.94	48.14	66.41	66.6	0.1171	0.3773
Claude Sonnet 4 2026.06	0.0374	74.97	48.18	67.45	65.61	0.106	0.3491
Claude Sonnet 4 2026.06	0.0405	71.78	44.35	68.64	63.33	0.1057	0.3307
Claude Sonnet 4 2026.06	0.0419	70.69	45.41	65.26	62.64	0.1208	0.3733
Claude Sonnet 4 2026.06	0.0435	71.4	49.9	68.07	62.62	0.1188	0.3652
MeshCoder 2026.06	0.0442	70.53	45.29	65.44	60.91	0.125	0.3893
o3 2026.06	0.0466	66.42	37.32	65.36	56.56	0.1221	0.3891
Qwen2.5-VL-72B-Instruct 2026.06	0.0492	67.02	41.04	61.97	61.67	0.1289	0.4269
o3 2026.06	0.051	65.56	40.58	66.14	55.4	0.139	0.4006
Unique3D 2026.06	0.058	56.79	23.04	62.36	52.31	0.1388	0.4999
Qwen2.5-VL-72B-Instruct 2026.06	0.0593	60.38	34.82	58.49	59.2	0.1558	0.4817
o3 2026.06	0.0608	58.87	31.85	60.91	54.69	0.141	0.434
Qwen2.5-VL-72B-Instruct 2026.06	0.0635	59.95	33.83	60.24	54.57	0.1458	0.431
InternVL3.5-38B 2026.06	0.0642	55.84	29.56	56.83	49.83	0.1606	0.5048
InternVL3.5-38B 2026.06	0.0648	56.68	31.52	57.6	53.26	0.1656	0.5158
InternVL3.5-38B 2026.06	0.0663	54.58	27.7	57.21	48.55	0.1492	0.4832
Qwen2.5-VL-72B-Instruct 2026.06	0.0665	55.71	30.04	59.52	50.67	0.1441	0.4421
InternVL3.5-38B 2026.06	0.0673	52.67	26.14	58	52.36	0.1618	0.4984
LLaVA-OneVision-Qwen2-72B 2026.06	0.0674	51.86	26.03	56.97	60.18	0.1963	0.546
LLaVA-OneVision-Qwen2-72B 2026.06	0.0698	51.37	27.5	58.38	42.43	0.1504	0.4919
LLaVA-OneVision-Qwen2-72B 2026.06	0.0699	49.09	27.56	54.42	50.93	0.1733	0.5423
LLaVA-OneVision-Qwen2-72B 2026.06	0.0704	50.32	27.57	53.78	47.53	0.1715	0.5188