3D Reasoning on 3D-POPE Popular
52.35Precision3D-VCD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| 3D-VCDTraining-Free=true2026.04 | 52.35 | 92.86 | 66.95 | 54 | 89.02 | |
| Random Baseline2026.04 | 50 | 50 | 50 | 50 | 50 | |
| 3D-LLMTraining-Free=false2026.04 | 49.97 | 99.88 | 66.61 | 49.94 | 99.94 | |
| LEOTraining-Free=false2026.04 | 48.3 | 77.65 | 59.55 | 47.27 | 80.38 | |
| 3D-VisTATraining-Free=false2026.04 | 47.4 | 51.88 | 49.54 | 49.49 | 52.3 |