| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ImageNet-1K 1.0 (val) | CoAtNet-7 | Top-1 Accuracy (%)90.88 | 1,171 | 1mo ago | |
| Cars | KL | Accuracy96.4 | 492 | 6d ago | |
| CIFAR10 (test) | reSGHMC | Accuracy97.42 | 331 | 22d ago | |
| PASCAL VOC 2007 (test) | MELM | mAP (%)93.1 | 217 | 3mo ago | |
| ImageNet1k | DINOv3 | Accuracy88.4 | 202 | 2mo ago | |
| CelebA | Avg Accuracy95.56 | 197 | 26d ago | ||
| SVHN (test) | Colornet-40-48 | Error Rate1.12 | 182 | 3mo ago | |
| CIFAR10-DVS | sliding PSN (k=2) | Accuracy85.9 | 164 | 6d ago | |
| FMNIST (test) | pFedBreD (mg)+FT | Accuracy99.06 | 152 | 2mo ago | |
| ImageNet 1k (test val) | Greedy soup | Top-1 Accuracy90.94 | 138 | 3mo ago | |
| CIFAR100-LT (test) | FixMatch + ACR + BEM | Accuracy75.9 | 136 | 3mo ago | |
| CIFAR-100 (test) | F-Deep-ens | Accuracy84.52 | 129 | 3mo ago | |
| CreditDefault (test) | Oracle ECE1.23 | 125 | 21d ago | ||
| OrganAMNIST | DUCS | Accuracy99.13 | 125 | 2mo ago | |
| ModelNet40 (test) | CurveNet | Accuracy94.2 | 120 | 1mo ago | |
| CIFAR-10 | Accuracy91.31 | 108 | 23d ago | ||
| ModelNet40 | Point-JEPA | Accuracy98.2 | 108 | 2mo ago | |
| CIFAR-10 | DGMMC-S | Accuracy98.8 | 108 | 1mo ago | |
| SST2 | Accuracy96.3 | 102 | 6d ago | ||
| LUNG | ACC98.02 | 96 | 28d ago | ||
| COIL-20 | CAE | Accuracy1 | 96 | 6d ago | |
| PneumoniaMNIST | DUCS | Accuracy98.28 | 94 | 1mo ago | |
| Zero-shot Evaluation Suite (BoolQ, PIQA, HellaSwag, WinoGrande, ARC-e, ARC-c, OBQA) | Average Accuracy (Zero-Shot Suite)69.99 | 94 | 2mo ago | ||
| CUB | Accuracy91.9 | 93 | 12d ago | ||
| CelebA (test) | Average Accuracy95.9 | 92 | 3mo ago |
