Open-set recognition on CIFAR+10 (4 closed, 10 open from CIFAR100)
98.9AUROCLMC
Evaluation Results
| Method | Links | |
|---|---|---|
| LMCExtra training process=Not involved2023.09 | 98.9 | |
| MLSVenue=ICLR 2022, Extra training process=Involved2023.09 | 97.9 | |
| PMALVenue=AAAI 2022, Extra training process=Involved2023.09 | 97.8 | |
| ZOCVenue=AAAI 2022, Extra training process=Involved2023.09 | 97.8 | |
| RPLVenue=ECCV 2020, Extra training process=Involved2023.09 | 97.6 | |
| ARPL+CSVenue=TPAMI 2021, Extra training process=Involved2023.09 | 97.1 | |
| LMCInvolves extra training=false2023.09 | 96.8 | |
| ARPLVenue=TPAMI 2021, Extra training process=Involved2023.09 | 96.5 | |
| SoftmaxExtra training process=Not involved2023.09 | 96.5 | |
| CSSRVenue=TPAMI 2022, Extra training process=Involved2023.09 | 96.3 | |
| OpenHybridVenue=ECCV 2020, Extra training process=Involved2023.09 | 96.2 | |
| Class-inclusionVenue=ECCV 2022, Extra training process=Involved2023.09 | 96.1 | |
| RCSSRVenue=TPAMI 2022, Extra training process=Involved2023.09 | 96 | |
| C2AEVenue=CVPR 2019, Extra training process=Involved2023.09 | 95.5 | |
| ARPL+CSVenue=TPAMI 2021, Involves extra training=true2023.09 | 94.7 | |
| SoftmaxInvolves extra training=false2023.09 | 94 | |
| ARPLVenue=TPAMI 2021, Involves extra training=true2023.09 | 93.5 | |
| ODL+Venue=TPAMI 2022, Involves extra training=true2023.09 | 93.2 | |
| ODLVenue=TPAMI 2022, Involves extra training=true2023.09 | 92.5 | |
| DIASVenue=ECCV 2022, Extra training process=Involved2023.09 | 92 | |
| RPLVenue=ECCV 2020, Involves extra training=true2023.09 | 91.8 | |
| ODL+Venue=TPAMI 2022, Extra training process=Involved2023.09 | 91.1 | |
| GCPLVenue=CVPR 2018, Involves extra training=true2023.09 | 91 | |
| ODLVenue=TPAMI 2022, Extra training process=Involved2023.09 | 89.1 | |
| CVAECapOSRVenue=ICCV 2021, Extra training process=Involved2023.09 | 88.8 | |
| OSRCIVenue=ECCV 2018, Extra training process=Involved2023.09 | 83.8 |