| CIFAR-10H (test) | | Coverage100 | | 25 | 6d ago |
| CIFAR100 (test) | S-OvA | Error Rate18.44 | | 24 | 1mo ago |
| CIFAR-10 with redundant synthetic experts | Decoupled | System Accuracy91.9 | | 21 | 6d ago |
| ImageNet varying-accuracy synthetic expert (val) | PiCCE-CE | Error41.18 | | 20 | 1mo ago |
| CIFAR-100 varying-accuracy synthetic expert (test) | PiCCE-CE | Error Rate18.09 | | 20 | 1mo ago |
| ImageNet Overlapped Dog Expert | PiCCE-CE | Error Rate41.23 | | 20 | 1mo ago |
| ImageNet Dog Expert | PiCCE-CE | Error Rate41.32 | | 20 | 1mo ago |
| CIFAR-100 Overlapped Animal Expert | PiCCE-CE | Error Rate15.1 | | 20 | 1mo ago |
| CIFAR-100 Animal Expert | PiCCE-CE | Error Rate18.11 | | 20 | 1mo ago |
| CIFAR-10H | Decoupled | System Accuracy96.1 | | 18 | 6d ago |
| ImageNet-16H ID | IFD | SAC76 | | 12 | 1mo ago |
| Cifar100 Rapid Fatigue (test) | FALCON | AUACC72.36 | | 10 | 17d ago |
| Cifar100 Normal Fatigue (test) | FALCON | AUACC76.93 | | 10 | 17d ago |
| Cifar100 Sustained High Performance (test) | FALCON | AU Accuracy79.7 | | 10 | 17d ago |
| ImageNet 16H OOD | IFD | SAC76 | | 9 | 1mo ago |
| Liver tumours ID | IFD | SAC88 | | 8 | 1mo ago |
| Blood Cells ID | IFD | SAC89 | | 8 | 1mo ago |
| HAM10000 ID | IFD | SAC86 | | 8 | 1mo ago |
| Synthetic benchmark (test) | Augmented comp-sum surrogate | Test True Risk28.1 | | 6 | 1mo ago |
| Liver tumours OOD | IFD | SAC88 | | 6 | 1mo ago |
| Blood Cells OOD | IFD | SAC89 | | 6 | 1mo ago |
| HAM10000 OOD | IFD | SAC86 | | 6 | 1mo ago |
| ImageNet-16H | A-SM | Error12.59 | | 4 | 1mo ago |
| HateSpeech | A-SM | Error8.06 | | 4 | 1mo ago |
