3D Reasoning on 3D-POPE Adversarial
52.9Precision3D-VCD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| 3D-VCDTraining-Free=true2026.04 | 52.9 | 92.59 | 67.32 | 54.92 | 87.82 | |
| 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 | 48.47 | 77.98 | 59.78 | 47.52 | 80.45 | |
| 3D-VisTATraining-Free=false2026.04 | 48.28 | 54.39 | 51.15 | 51.14 | 52.99 |