MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors

Benchmark Model Rank Results
3d-object-captioning-on-objaverse-1MiniGPT-3D#1GPT-4: 57.06Sentence-BERT: 49.54SimCSE: 51.39Precision: 83.14
generative-3d-object-classification-on-1MiniGPT-3D#1Objaverse (Average): 60.25Objaverse (I): 60.00Objaverse (C): 60.50
generative-3d-object-classification-on-2MiniGPT-3D#1ModelNet40 (Average): 60.86ModelNet40 (I): 61.75ModelNet40 (C): 59.97