PC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | PC-59 | mIoU63.8 | 148 | |
| Semantic Segmentation | PC-459 | mIoU24.3 | 71 | |
| Open-Vocabulary Semantic Segmentation | PC-459 | mIoU24.1 | 47 | |
| Community Detection | PC | Avg Detected Communities455.1 | 31 | |
| Adversarial Attack | PC | GL32.17 | 18 | |
| Classification | pc | Balanced Accuracy95.1 | 13 | |
| Machine Translation | PC-6 (test) | Translation Score (x -> Cs)70.13 | 13 | |
| Open-vocabulary Segmentation | PC59 OV | mIoU64.6 | 12 | |
| Open-vocabulary semantic segmentation | PC-59 (test) | mIoU59.4 | 9 | |
| Classification | PC UCR (test) | Accuracy93.3 | 9 | |
| Communication Overhead Measurement | PC | Communication overhead (B/s)60 | 6 | |
| Classification | pc1 | ROC AUC83.4 | 6 | |
| Grounding segmentation | PC-59 | mIoU74.9 | 6 | |
| Grounding segmentation | PC-459 | Grounding mIoU41.2 | 6 | |
| Community Detection | PC | p-value0 | 5 | |
| Open-Vocabulary Semantic Segmentation | PC-59 | mIoU42.17 | 4 | |
| Out-of-Distribution Detection | PC ID vs UC3 Xray | AUROC0.77 | 3 | |
| Out-of-Distribution Detection | PC ID (Xray) vs PC UC2 (Xray) | AUROC99 | 3 |
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