NCT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Patch-level histology classification | NCT | Accuracy96.9 | 30 | |
| Medical Image Classification | NCT | Accuracy99.94 | 19 | |
| Pathological Image Classification | NCT | F1 Score99.73 | 12 | |
| Pathological Image Classification | NCT | AUC99.85 | 12 | |
| Histopathology Image Classification | NCT100K-C | Accuracy56.13 | 6 | |
| Histopathology Image Classification | NCT100K | Accuracy68.14 | 6 | |
| Histopathology Image Classification | NCT7K-C | Stain Light65.26 | 6 | |
| Histopathology Image Classification | NCT7K | Accuracy69.24 | 6 | |
| Tissue type classification | NCT (test) | AUC0.995 | 3 |
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