Open-set recognition on TinyImageNet (20 closed, 180 open classes)
90.7AUROCOpenGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| OpenGANBackbone=DenseNet2022.11 | 90.7 | |
| LMCExtra training process=Not involved2023.09 | 86.7 | |
| ZOCVenue=AAAI 2022, Extra training process=Involved2023.09 | 84.6 | |
| MetaMaxBackbone=DenseNet2022.11 | 84.6 | |
| SoftmaxExtra training process=Not involved2023.09 | 83.5 | |
| PMALVenue=AAAI 2022, Extra training process=Involved2023.09 | 83.1 | |
| MLSVenue=ICLR 2022, Extra training process=Involved2023.09 | 83 | |
| CSSRVenue=TPAMI 2022, Extra training process=Involved2023.09 | 82.3 | |
| RCSSRVenue=TPAMI 2022, Extra training process=Involved2023.09 | 81.9 | |
| RPLVenue=ECCV 2020, Extra training process=Involved2023.09 | 80.9 | |
| OpenHybridVenue=ECCV 2020, Extra training process=Involved2023.09 | 79.3 | |
| OpenHybridBackbone=DenseNet2022.11 | 79.3 | |
| Class-inclusionVenue=ECCV 2022, Extra training process=Involved2023.09 | 78.5 | |
| ARPL+CSVenue=TPAMI 2021, Extra training process=Involved2023.09 | 78.2 | |
| ODLVenue=TPAMI 2022, Extra training process=Involved2023.09 | 76.4 | |
| ARPLVenue=TPAMI 2021, Extra training process=Involved2023.09 | 76.2 | |
| CGDLBackbone=DenseNet2022.11 | 76.2 | |
| C2AEVenue=CVPR 2019, Extra training process=Involved2023.09 | 74.8 | |
| C2AEBackbone=DenseNet2022.11 | 74.8 | |
| ODL+Venue=TPAMI 2022, Extra training process=Involved2023.09 | 74.6 | |
| DIASVenue=ECCV 2022, Extra training process=Involved2023.09 | 73.1 | |
| CVAECapOSRVenue=ICCV 2021, Extra training process=Involved2023.09 | 71.5 | |
| PROSRBackbone=DenseNet2022.11 | 69.3 | |
| GDFRBackbone=DenseNet2022.11 | 60.8 | |
| CROSRBackbone=DenseNet2022.11 | 58.9 | |
| OSRCIVenue=ECCV 2018, Extra training process=Involved2023.09 | 58.6 | |
| OSRCIBackbone=DenseNet2022.11 | 58.6 | |
| G-OpenMaxBackbone=DenseNet2022.11 | 58 |