| 3d-object-captioning-on-objaverse-1 | PointLLM-13B V1.2 | #3 | GPT-4: 48.15Sentence-BERT: 47.91SimCSE: 49.12Precision: 78.75… |
| 3d-object-captioning-on-objaverse-1 | PointLLM-7B V1.2 | #5 | GPT-4: 44.85Sentence-BERT: 47.47SimCSE: 48.55Precision: 82.14… |
| 3d-question-answering-3d-qa-on-3d-mm-vet | PointLLM-13B v1.2 | #3 | Overall Accuracy: 46.6 |
| 3d-question-answering-3d-qa-on-3d-mm-vet | PointLLM-7B v1.2 | #4 | Overall Accuracy: 41.2 |
| generative-3d-object-classification-on-1 | PointLLM-13B v1.2 | #3 | Objaverse (Average): 54.00Objaverse (I): 56.50Objaverse (C): 51.50 |
| generative-3d-object-classification-on-1 | PointLLM-7B v1.2 | #5 | Objaverse (Average): 53.00Objaverse (I): 55.00Objaverse (C): 51.00 |
| generative-3d-object-classification-on-2 | PointLLM-13B v1.2 | #4 | ModelNet40 (Average): 52.78ModelNet40 (I): 53.00ModelNet40 (C): 52.55 |
| generative-3d-object-classification-on-2 | PointLLM-7B v1.2 | #5 | ModelNet40 (Average): 52.63ModelNet40 (I): 53.44ModelNet40 (C): 51.82 |