RetinaMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Classification | RetinaMNIST v2 (test) | Accuracy82.2 | 33 | |
| Classification | RetinaMNIST | ACC70.69 | 24 | |
| Retinal disease classification | RetinaMNIST (test) | Overall Accuracy56.8 | 16 | |
| Calibration | RetinaMNIST (test) | ECE8.15 | 11 | |
| Classification | RetinaMNIST Linear Evaluation 100% ratio | Accuracy63.5 | 7 | |
| Classification | RetinaMNIST Linear Evaluation 10% ratio | Accuracy57.75 | 7 | |
| Classification | RetinaMNIST Linear Evaluation 1% ratio | Accuracy52.24 | 7 |
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