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3D Recognition on Objaverse (test)

54.5AccuracySHAPELLM-7B
33.4438.907544.37549.8425Feb 27, 2024

Evaluation results

MethodLinks
SHAPELLM-7BInput=3D Point Cloud2024.0254.5
PointLLM-13BInput=3D Point Cloud2024.0254
SHAPELLM-13BInput=3D Point Cloud2024.0254
PointLLM-7BInput=3D Point Cloud2024.0253
LLaVA-13BInput=1-View 2D Image2024.0251.75
LLaVA-7BInput=1-View 2D Image2024.0250
3D-LLMInput=3D Object + Multi-View 2D Image2024.0245.25
InstructBLIP-7BInput=1-View 2D Image2024.0243.5
InstructBLIP-13BInput=1-View 2D Image2024.0234.25