Shape Classification on ALAN (test)
0.9111AUCNeAR (S+A)
Evaluation Results
| Method | Links | |
|---|---|---|
| NeAR (S+A)Classifier=ResNet-18, Encoding=ACS2022.06 | 0.9111 | |
| NeAR (S+A)Classifier=ResNet-50, Encoding=ACS2022.06 | 0.9072 | |
| NeAR (S+A)Classifier=ResNet-18, Encoding=3D2022.06 | 0.9038 | |
| Human-AnnotatedClassifier=ResNet-50, Encoding=ACS2022.06 | 0.9013 | |
| Human-AnnotatedClassifier=ResNet-18, Encoding=ACS2022.06 | 0.901 | |
| NeAR (S+A)Classifier=ResNet-50, Encoding=3D2022.06 | 0.8978 | |
| Human-AnnotatedClassifier=ResNet-18, Encoding=3D2022.06 | 0.8977 | |
| Human-AnnotatedClassifier=ResNet-50, Encoding=3D2022.06 | 0.8972 | |
| NeAR (S)Classifier=ResNet-50, Encoding=ACS2022.06 | 0.8942 | |
| NeAR (S)Classifier=ResNet-18, Encoding=ACS2022.06 | 0.8922 | |
| NeAR (S)Classifier=ResNet-50, Encoding=3D2022.06 | 0.8876 | |
| NeAR (S)Classifier=ResNet-18, Encoding=3D2022.06 | 0.8864 | |
| Seg-FCNClassifier=ResNet-18, Encoding=ACS2022.06 | 0.8702 | |
| Seg-UNetClassifier=ResNet-18, Encoding=ACS2022.06 | 0.8683 | |
| Seg-UNetClassifier=ResNet-18, Encoding=3D2022.06 | 0.8655 | |
| Seg-FCNClassifier=ResNet-18, Encoding=3D2022.06 | 0.8627 | |
| Seg-FCNClassifier=ResNet-50, Encoding=ACS2022.06 | 0.8591 | |
| Seg-FCNClassifier=ResNet-50, Encoding=3D2022.06 | 0.8564 | |
| Seg-UNetClassifier=ResNet-50, Encoding=3D2022.06 | 0.8492 | |
| Seg-UNetClassifier=ResNet-50, Encoding=ACS2022.06 | 0.8228 | |
| NeAR (S+A)Classifier=ResNet-50, Encoding=2D2022.06 | 0.6994 | |
| NeAR (S+A)Classifier=ResNet-18, Encoding=2D2022.06 | 0.6969 | |
| NeAR (S)Classifier=ResNet-50, Encoding=2D2022.06 | 0.6904 | |
| Human-AnnotatedClassifier=ResNet-18, Encoding=2D2022.06 | 0.6835 | |
| Human-AnnotatedClassifier=ResNet-50, Encoding=2D2022.06 | 0.6636 | |
| Seg-UNetClassifier=ResNet-50, Encoding=2D2022.06 | 0.6606 | |
| NeAR (S)Classifier=ResNet-18, Encoding=2D2022.06 | 0.6595 | |
| Seg-FCNClassifier=ResNet-18, Encoding=2D2022.06 | 0.6517 | |
| Seg-FCNClassifier=ResNet-50, Encoding=2D2022.06 | 0.6488 | |
| Seg-UNetClassifier=ResNet-18, Encoding=2D2022.06 | 0.6468 |