BACH
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Audio Modeling | Bach 7s v1 (test) | SNR42.39 | 46 | |
| Tile-level classification | BACH | Weighted F1 Score98.7 | 22 | |
| Image Classification | BACH (test) | Top-1 Acc93.33 | 22 | |
| Classification | BACH | Accuracy90.2 | 19 | |
| Patch-level histology classification | BACH | Average Accuracy99.6 | 18 | |
| Clustering | BACH | ACC91.64 | 15 | |
| Classification | bach | Balanced Acc92.4 | 13 | |
| Patch-level classification | Bach | Balanced Acc91.4 | 11 | |
| Four-class classification | BACH Image-wise (test) | Accuracy91.85 | 8 | |
| Four-class classification | BACH Patch-wise (test) | Accuracy83.13 | 6 | |
| Segmentation | BACH (internal held-out) | Dice Score90.2 | 5 | |
| RoI-level classification | BACH | Balanced Accuracy91.2 | 5 | |
| Four-class classification | BACH Patch-wise (val) | Accuracy84.25 | 4 | |
| Four-class classification | BACH Image-wise (val) | Accuracy93.31 | 4 |
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