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3D Object Classification on Objaverse

71Average Accuracy

PointAlign

Updated 1mo ago

Evaluation Results

Method	Links
PointAlign 2026.02		71	72.5	69.5
MiniGPT-3D 2026.02		66.75	65	68.5
PointLLM-7B 2026.02		62.5	62	63
PointLLM-13B 2026.02		62.25	61.5	63
MiniGPT-3D 2024.05		60.25	60	60.5
ShapeLLM-7B 2024.05		54.5	-	-
PointLLM-13B 2024.05		54	56.5	51.5
ShapeLLM-13B 2024.05		54	-	-
PointLLM-13B 2023.08		53.39	56.5	51.5
PointLLM-7B 2024.05		53	55	51
PointLLM-7B 2023.08		52.82	55	51
LLAVA-13B 2024.05		51.75	53	50.5
LLAVA-7B 2024.05		50	49.5	50.5
GPT4Point 2026.02		47.75	49	46.5
3D-LLM 2024.05		45.25	49	41.5
3D-LLM 2023.08		45.25	49	41.5
LLaVA-7B 2023.08		44.86	49.5	50.5
LLaVA-13B 2023.08		44.17	53	50.5
InstructBLIP-7B 2024.05		43.5	45	42
LLaVA-13B 2026.02		37.5	39.5	35.5
GPT-4o mini 2026.02		37	39	35
InstructBLIP-7B 2023.08		34.5	45	42
InstructBLIP-13B 2024.05		34.25	37	31.5
LLaVA-7B 2026.02		33.75	37.5	30
InstructBLIP-13B 2023.08		31.47	37	31.5
Point-Bind LLM 2023.08		25.53	6	4.5
InstructBLIP-7B 2026.02		23.75	21.5	26
InstructBLIP-13B 2026.02		21.5	21.5	21.5
Point-Bind LLM 2026.02		7.54	7.5	7.58
Point-Bind LLM 2024.05		5.25	6	4.5