Mesh
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Cooperative Perception Object Detection | Mesh Adv. ATTACH (test) | ASR66.67 | 12 | |
| Cooperative Perception Object Detection | Mesh Adv. REAL (test) | ASR87.76 | 12 | |
| Cooperative Perception Object Detection | Mesh Benign (test) | ASR36.56 | 12 | |
| Constrained Generative Modeling | Mesh Data | JSD (Bunny, 50)0.029 | 9 | |
| Multi-robot navigation | Mesh Dense | Success Rate (SR)100 | 6 | |
| Trajectory Generation | Mesh | Total Training Time (s)360 | 5 | |
| Text-to-3D Generation | Mesh | 3D-Aes Score7.54 | 4 | |
| Laplacian Eigenspace Learning | Mesh Datasets | Span Loss0.0086 | 2 | |
| Contrastive embedding quality assessment | Held-out mesh N=2,983 (val) | Top-1 Retrieval Accuracy98.1 | 1 |
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