# Nuclear Classification on CRCHisto

Source: [Nuclear Classification on CRCHisto](<https://www.sota2.com/research/sota/nuclear-classification-on-crchisto>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:42:43.745Z

Evaluation of Nuclear Classification performance on the CRCHisto dataset.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Nuclear Classification |
| Dataset (including any stated split) | CRCHisto |
| Metric | F-score D |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [F-score D](<https://www.sota2.com/research/sota/nuclear-classification-on-crchisto.md?metric=F-score%20D>): Higher is better; unit: PERCENT.

- [F-score E](<https://www.sota2.com/research/sota/nuclear-classification-on-crchisto.md?metric=F-score%20E>): Higher is better; unit: PERCENT.

- [F-score I](<https://www.sota2.com/research/sota/nuclear-classification-on-crchisto.md?metric=F-score%20I>): Higher is better; unit: PERCENT.

- [F-score S](<https://www.sota2.com/research/sota/nuclear-classification-on-crchisto.md?metric=F-score%20S>): Higher is better; unit: PERCENT.

- [F-score M](<https://www.sota2.com/research/sota/nuclear-classification-on-crchisto.md?metric=F-score%20M>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F-score D | Result date | Report paper |
| --- | --- | --- | --- |
| HoVer-Net | 68.8 | Not recorded | 68fa66ae1e209131cea11b6b |
| SC-CNN | 66.4 | Not recorded | 68fa66ae1e209131cea11b6b |
| Mask-RCNN | 63.9 | Not recorded | 68fa66ae1e209131cea11b6b |
| Micro-Net | 63.8 | Not recorded | 68fa66ae1e209131cea11b6b |
| DIST | 61.6 | Not recorded | 68fa66ae1e209131cea11b6b |

### HoVer-Net

F-score D: 68.8. Result ID: 698d02258b517eb4331e5302.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ae1e209131cea11b6b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66ae1e209131cea11b6b.md>)

[Implementation](<https://github.com/vqdang/hover_net>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SC-CNN

F-score D: 66.4. Result ID: 698d02258b517eb4331e52fe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ae1e209131cea11b6b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Mask-RCNN

F-score D: 63.9. Result ID: 698d02258b517eb4331e5301.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ae1e209131cea11b6b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63f21e209131cea01b22.md>)

[Implementation](<https://github.com/facebookresearch/Detectron>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Micro-Net

F-score D: 63.8. Result ID: 698d02258b517eb4331e5300.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ae1e209131cea11b6b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65491e209131cea0945f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DIST

F-score D: 61.6. Result ID: 698d02258b517eb4331e52ff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ae1e209131cea11b6b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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