# Nuclear Classification on CoNSeP

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

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

Data updated: 2026-02-26T05:45:12.509Z

Evaluation of Nuclear Classification performance on the CoNSeP dataset, reporting metrics such as PQ, Fd, Fe, Fi, Fs, and Fm.

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) | CoNSeP |
| Metric | Fd |
| Unit | SCALAR |
| 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

- [Fd](<https://www.sota2.com/research/sota/nuclear-classification-on-consep.md?metric=Fd>): Higher is better; unit: SCALAR.

- [PQ](<https://www.sota2.com/research/sota/nuclear-classification-on-consep.md?metric=PQ>): Higher is better; unit: SCALAR.

- [Fe](<https://www.sota2.com/research/sota/nuclear-classification-on-consep.md?metric=Fe>): Lower is better; unit: SCALAR.

- [Fi](<https://www.sota2.com/research/sota/nuclear-classification-on-consep.md?metric=Fi>): Higher is better; unit: SCALAR.

- [Fs](<https://www.sota2.com/research/sota/nuclear-classification-on-consep.md?metric=Fs>): Higher is better; unit: SCALAR.

- [Fm](<https://www.sota2.com/research/sota/nuclear-classification-on-consep.md?metric=Fm>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Fd | Result date | Report paper |
| --- | --- | --- | --- |
| HoVer-Net | 0.748 | Not recorded | 68fa66ae1e209131cea11b6b |
| Micro-Net | 0.743 | Not recorded | 68fa66ae1e209131cea11b6b |
| DIST | 0.712 | Not recorded | 68fa66ae1e209131cea11b6b |
| Mask-RCNN | 0.692 | Not recorded | 68fa66ae1e209131cea11b6b |
| SC-CNN | 0.608 | Not recorded | 68fa66ae1e209131cea11b6b |

### HoVer-Net

Fd: 0.748. Result ID: 698d02258b517eb4331e52fd.

[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.

### Micro-Net

Fd: 0.743. Result ID: 698d02258b517eb4331e52fb.

[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

Fd: 0.712. Result ID: 698d02258b517eb4331e52fa.

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

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

### Mask-RCNN

Fd: 0.692. Result ID: 698d02258b517eb4331e52fc.

[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.

### SC-CNN

Fd: 0.608. Result ID: 698d02258b517eb4331e52f9.

[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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