3D Point Cloud Classification on ShapeNetCore V2 (test)
93.03Base AccuracyULIP + RC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ULIP + RCRegulation Constraint=true2024.10 | 93.03 | 84.1 | 88.34 | |
| ULIPPrompt Tuning=true2024.10 | 89.73 | 71.2 | 79.4 | |
| ULIP-2 + RCRegulation Constraint=true2024.10 | 83.23 | 71.37 | 76.85 | |
| P-CLIP2Prompt Tuning=true2024.10 | 78.27 | 34.58 | 47.97 | |
| ULIP-2Prompt Tuning=true2024.10 | 75.8 | 57.07 | 65.38 | |
| P-CLIPPrompt Tuning=true2024.10 | 74.78 | 33.92 | 46.61 |