# Cell Segmentation on Fluo-HeLa CTC (test) Source: [Cell Segmentation on Fluo-HeLa CTC (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:52.635Z Evaluation of cell segmentation performance on the test split of the Fluo-HeLa CTC dataset, reporting metrics such as SEG and DET. 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 | Cell Segmentation | | Dataset (including any stated split) | Fluo-HeLa CTC (test) | | Metric | SEG | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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 - [SEG](): Higher is better; unit: PERCENT. - [DET](): Higher is better; unit: PERCENT. ## Recorded results | Method | SEG | Result date | Report paper | | --- | --- | --- | --- | | Mediar | 88 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 88 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 85 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 85 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 84 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 84 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 83 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 83 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 83 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 83 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 81 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 81 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 80 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 80 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 77 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 77 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 76 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 76 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 75 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 75 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 75 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 75 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 75 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 75 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 72 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 72 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 71 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 71 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 70 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 70 | Not recorded | 68fa77631e209131cea72f57 | | Cellpose | 70 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 70 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 68 | Not recorded | 68fa77631e209131cea72f57 | | Mediar | 68 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 62 | Not recorded | 68fa77631e209131cea72f57 | | Stardist | 62 | Not recorded | 68fa77631e209131cea72f57 | ### Mediar SEG: 88. Result ID: 69949c5d3a6c3148491e6326. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"CellStyle (Ours+Real)"}. This record does not assert independent reproduction. ### Mediar SEG: 88. Result ID: 69949c5d3a6c3148491e636e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"CellStyle + Real"}. This record does not assert independent reproduction. ### Mediar SEG: 85. Result ID: 69949c5d3a6c3148491e6325. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[1\]"}. This record does not assert independent reproduction. ### Mediar SEG: 85. Result ID: 69949c5d3a6c3148491e636d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[1\]"}. This record does not assert independent reproduction. ### Mediar SEG: 84. Result ID: 69949c5d3a6c3148491e6323. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[29\]"}. This record does not assert independent reproduction. ### Mediar SEG: 84. Result ID: 69949c5d3a6c3148491e636b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[29\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 83. Result ID: 69949c5d3a6c3148491e631a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"CellStyle (Ours+Real)"}. This record does not assert independent reproduction. ### Mediar SEG: 83. Result ID: 69949c5d3a6c3148491e6321. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[26\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 83. Result ID: 69949c5d3a6c3148491e6362. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"CellStyle + Real"}. This record does not assert independent reproduction. ### Mediar SEG: 83. Result ID: 69949c5d3a6c3148491e6369. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[26\]"}. This record does not assert independent reproduction. ### Mediar SEG: 81. Result ID: 69949c5d3a6c3148491e6324. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[28\]"}. This record does not assert independent reproduction. ### Mediar SEG: 81. Result ID: 69949c5d3a6c3148491e636c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[28\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 80. Result ID: 69949c5d3a6c3148491e6317. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[29\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 80. Result ID: 69949c5d3a6c3148491e635f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[29\]"}. This record does not assert independent reproduction. ### Stardist SEG: 77. Result ID: 69949c5d3a6c3148491e6320. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"CellStyle (Ours+Real)"}. This record does not assert independent reproduction. ### Stardist SEG: 77. Result ID: 69949c5d3a6c3148491e6368. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"CellStyle + Real"}. This record does not assert independent reproduction. ### Cellpose SEG: 76. Result ID: 69949c5d3a6c3148491e6319. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[1\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 76. Result ID: 69949c5d3a6c3148491e6361. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[1\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 75. Result ID: 69949c5d3a6c3148491e6316. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[8\]"}. This record does not assert independent reproduction. ### Stardist SEG: 75. Result ID: 69949c5d3a6c3148491e631e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[28\]"}. This record does not assert independent reproduction. ### Stardist SEG: 75. Result ID: 69949c5d3a6c3148491e631f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[1\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 75. Result ID: 69949c5d3a6c3148491e635e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[8\]"}. This record does not assert independent reproduction. ### Stardist SEG: 75. Result ID: 69949c5d3a6c3148491e6366. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[28\]"}. This record does not assert independent reproduction. ### Stardist SEG: 75. Result ID: 69949c5d3a6c3148491e6367. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[1\]"}. This record does not assert independent reproduction. ### Stardist SEG: 72. Result ID: 69949c5d3a6c3148491e631d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[29\]"}. This record does not assert independent reproduction. ### Stardist SEG: 72. Result ID: 69949c5d3a6c3148491e6365. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[29\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 71. Result ID: 69949c5d3a6c3148491e6318. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[28\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 71. Result ID: 69949c5d3a6c3148491e6360. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[28\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 70. Result ID: 69949c5d3a6c3148491e6315. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[26\]"}. This record does not assert independent reproduction. ### Stardist SEG: 70. Result ID: 69949c5d3a6c3148491e631b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[26\]"}. This record does not assert independent reproduction. ### Cellpose SEG: 70. Result ID: 69949c5d3a6c3148491e635d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[26\]"}. This record does not assert independent reproduction. ### Stardist SEG: 70. Result ID: 69949c5d3a6c3148491e6363. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[26\]"}. This record does not assert independent reproduction. ### Mediar SEG: 68. Result ID: 69949c5d3a6c3148491e6322. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[8\]"}. This record does not assert independent reproduction. ### Mediar SEG: 68. Result ID: 69949c5d3a6c3148491e636a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[8\]"}. This record does not assert independent reproduction. ### Stardist SEG: 62. Result ID: 69949c5d3a6c3148491e631c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[8\]"}. This record does not assert independent reproduction. ### Stardist SEG: 62. Result ID: 69949c5d3a6c3148491e6364. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data Source":"\[8\]"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.