ABC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Active touch exploration | ABC (test) | CD Ratio (5 actions)94.56 | 36 | |
| Point Cloud Completion | ABC | CD1.87 | 21 | |
| Synthetic Image Attribution | AbC Artchive Object | R@520.1 | 20 | |
| Synthetic Image Attribution | AbC Artchive, GPT | R@525.9 | 20 | |
| Synthetic Image Attribution | AbC ImageNet-Unseen Media | R@50.639 | 20 | |
| Synthetic Image Attribution | AbC ImageNet-Unseen GPT | R@584.5 | 20 | |
| Synthetic Image Attribution | AbC BAM-FG Object | R@531.4 | 20 | |
| Synthetic Image Attribution | AbC BAM-FG GPT | R@520.3 | 20 | |
| Synthetic Image Attribution | AbC ImageNet-Seen Media | R@50.374 | 20 | |
| Synthetic Image Attribution | AbC ImageNet-Seen GPT | R@549.1 | 20 | |
| Structured shape completion | ABC multi | Chamfer Distance (CD)2.18 | 18 | |
| Surface Reconstruction | ABC (test) | F1 Score95.1 | 16 | |
| Point cloud completion | ABC-multi (100 random samples) | Total Params11.5 | 15 | |
| Compositional Evaluation | ABC-6K (test) | Accuracy0.8553 | 12 | |
| 3D Reconstruction | ABC | Chamfer Distance1.406 | 12 | |
| Surface Reconstruction | ABC max | CDL20.113 | 10 | |
| Surface Reconstruction | ABC var | CDL20.096 | 10 | |
| 3D curve estimation | ABC | CD0.0032 | 8 | |
| Point cloud to CAD conversion | ABC | Residual Error0.004 | 8 | |
| 3D shape reconstruction | ABC dataset (test) | Chamfer Distance (CD)2.486 | 8 | |
| Patch Segmentation | ABC (test) | Precision100 | 7 | |
| Primitive Parameter Recovery | ABC | NCprim97.6 | 7 | |
| Point Cloud Completion | ABC Hard (-75% incompleteness) | Chamfer Distance2.43 | 7 | |
| Point Cloud Completion | ABC Moderate (-50% incompleteness) | CD1.66 | 7 | |
| Point Cloud Completion | ABC Simple (-25% incompleteness) | Chamfer Distance1.48 | 7 |
Showing 25 of 61 rows