| Benchmark | Model | Rank | Results |
|---|---|---|---|
| novel-object-detection-on-lvis-v1-0-val | ORCA Cao et al. (2022) | #4 | All mAP: 2.03Known mAP: 20.57Novel mAP: 0.49 |
| open-world-semi-supervised-learning-on-1 | ORCA (ResNet-50) | #2 | Novel accuracy (50% Labeled): 72.1Seen accuracy (50% Labeled): 89.1… |
| open-world-semi-supervised-learning-on-cifar | ORCA (ResNet-18) | #3 | All accuracy (10% Labeled): 84.1All accuracy (50% Labeled): 89.7… |
| open-world-semi-supervised-learning-on-cifar-1 | ORCA (ResNet-18) | #3 | All accuracy (10% Labeled): 38.6Novel accuracy (10% Labeled): 31.8… |