ML Research Wiki / Benchmarks / 3D Object Captioning / Objaverse

Objaverse

3D Object Captioning Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: GPT-4

Top Performing Models

Rank Model Paper GPT-4 Date Code
1 MiniGPT-3D MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors 57.06 2024-05-02 📦 tangyuan96/minigpt-3d
2 ShapeLLM-13B ShapeLLM: Universal 3D Object Understanding for Embodied Interaction 48.94 2024-02-27 📦 qizekun/ShapeLLM 📦 qizekun/ReCon 📦 runpeidong/act
3 PointLLM-13B V1.2 PointLLM: Empowering Large Language Models to Understand Point Clouds 48.15 2023-08-31 📦 openrobotlab/pointllm 📦 Pointcept/GPT4Point 📦 qizekun/ShapeLLM
4 ShapeLLM-7B ShapeLLM: Universal 3D Object Understanding for Embodied Interaction 46.92 2024-02-27 📦 qizekun/ShapeLLM 📦 qizekun/ReCon 📦 runpeidong/act
5 PointLLM-7B V1.2 PointLLM: Empowering Large Language Models to Understand Point Clouds 44.85 2023-08-31 📦 openrobotlab/pointllm 📦 Pointcept/GPT4Point 📦 qizekun/ShapeLLM
6 3D-LLM 3D-LLM: Injecting the 3D World into Large Language Models 33.42 2023-07-24 📦 umass-foundation-model/3d-llm 📦 openrobotlab/pointllm 📦 Pointcept/GPT4Point 📦 qizekun/ShapeLLM 📦 Yui010206/CREMA

All Papers (6)

tangyuan96/minigpt-3d
qizekun/ShapeLLM qizekun/ReCon runpeidong/act
openrobotlab/pointllm Pointcept/GPT4Point qizekun/ShapeLLM
qizekun/ShapeLLM qizekun/ReCon runpeidong/act
openrobotlab/pointllm Pointcept/GPT4Point qizekun/ShapeLLM
umass-foundation-model/3d-llm openrobotlab/pointllm