OCTMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Classification | OCTMNIST | Accuracy79.96 | 28 | |
| Retinal Disease Classification | OCTMNIST (test) | Accuracy82.4 | 20 | |
| Ocular Disease Recognition | OCTMNIST | Accuracy83 | 9 | |
| Classification | OCTMNIST Linear Evaluation 100% ratio | Accuracy77.1 | 7 | |
| Classification | OCTMNIST Linear Evaluation 10% ratio | Accuracy78.3 | 7 | |
| Classification | OCTMNIST Linear Evaluation 1% ratio | Accuracy76.2 | 7 | |
| Image Classification | OctMNIST (test) | Final Round Test Accuracy72.8 | 5 | |
| Wasserstein distance error bound estimation | OCTMNIST | Fournier Error Bound58.87 | 1 | |
| Multi-Instance Learning Classification | OCTMNIST v2 (test) | Metric- | 0 |
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