# Class Incremental Semantic Segmentation on ADE20K 100-10 (6 steps)

Source: [Class Incremental Semantic Segmentation on ADE20K 100-10 (6 steps)](<https://www.sota2.com/research/sota/class-incremental-semantic-segmentation-on-ade20k-100-10-6-steps>)

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

Data updated: 2026-02-26T06:10:55.454Z

Evaluation of Class Incremental Semantic Segmentation performance on the ADE20K dataset using the 100-10 (6 steps) class configuration, measured by mIoU across specific class ranges (1-100, 101-150, and all).

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 | Class Incremental Semantic Segmentation |
| Dataset (including any stated split) | ADE20K 100-10 (6 steps) |
| Metric | mIoU (Classes 1-100) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [mIoU (Classes 1-100)](<https://www.sota2.com/research/sota/class-incremental-semantic-segmentation-on-ade20k-100-10-6-steps.md?metric=mIoU%20(Classes%201-100)>): Higher is better; unit: PERCENT.

- [mIoU (Classes 101-150)](<https://www.sota2.com/research/sota/class-incremental-semantic-segmentation-on-ade20k-100-10-6-steps.md?metric=mIoU%20(Classes%20101-150)>): Higher is better; unit: PERCENT.

- [mIoU (All Classes)](<https://www.sota2.com/research/sota/class-incremental-semantic-segmentation-on-ade20k-100-10-6-steps.md?metric=mIoU%20(All%20Classes)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU (Classes 1-100) | Result date | Report paper |
| --- | --- | --- | --- |
| Joint | 51.7 | Not recorded | 68fa77e41e209131cea75d6d |
| COMBO | 47.8 | Not recorded | 68fa77e41e209131cea75d6d |
| BalConpas | 47.3 | Not recorded | 68fa77e41e209131cea75d6d |
| ECLIPSE | 43.4 | Not recorded | 68fa77e41e209131cea75d6d |
| CoMasTRe | 42.3 | Not recorded | 68fa77e41e209131cea75d6d |
| CoMFormer | 40.6 | Not recorded | 68fa77e41e209131cea75d6d |
| PLOP | 34.8 | Not recorded | 68fa77e41e209131cea75d6d |
| MiB | 23.5 | Not recorded | 68fa77e41e209131cea75d6d |
| FT | 0 | Not recorded | 68fa77e41e209131cea75d6d |

### Joint

mIoU (Classes 1-100): 51.7. Result ID: 699571c73badfaffe6674140.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

Recorded evaluation configuration: {"Oracle":true}. This record does not assert independent reproduction.

### COMBO

mIoU (Classes 1-100): 47.8. Result ID: 699571c73badfaffe667413f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

[Implementation](<https://guangyu-ryan.github.io/CoMBO>)

Recorded evaluation configuration: {"Exemplar-free":true}. This record does not assert independent reproduction.

### BalConpas

mIoU (Classes 1-100): 47.3. Result ID: 699571c73badfaffe667413e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74471e209131cea60ba0.md>)

Recorded evaluation configuration: {"Exemplar-free":true}. This record does not assert independent reproduction.

### ECLIPSE

mIoU (Classes 1-100): 43.4. Result ID: 699571c73badfaffe667413d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b01e209131cea57e66.md>)

Recorded evaluation configuration: {"Exemplar-free":true}. This record does not assert independent reproduction.

### CoMasTRe

mIoU (Classes 1-100): 42.3. Result ID: 699571c73badfaffe667413c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72bc1e209131cea583ce.md>)

Recorded evaluation configuration: {"Exemplar-free":true}. This record does not assert independent reproduction.

### CoMFormer

mIoU (Classes 1-100): 40.6. Result ID: 699571c73badfaffe667413b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e0b1e209131cea3da4e.md>)

Recorded evaluation configuration: {"Exemplar-free":true}. This record does not assert independent reproduction.

### PLOP

mIoU (Classes 1-100): 34.8. Result ID: 699571c73badfaffe667413a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa697f1e209131cea22779.md>)

[Implementation](<https://github.com/arthurdouillard/CVPR2021_PLOP>)

Recorded evaluation configuration: {"Exemplar-free":true}. This record does not assert independent reproduction.

### MiB

mIoU (Classes 1-100): 23.5. Result ID: 699571c73badfaffe6674139.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa673c1e209131cea1516c.md>)

[Implementation](<https://github.com/fcdl94/MiB>)

Recorded evaluation configuration: {"Exemplar-free":true}. This record does not assert independent reproduction.

### FT

mIoU (Classes 1-100): 0. Result ID: 699571c73badfaffe6674138.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77e41e209131cea75d6d.md>)

Recorded evaluation configuration: {"Exemplar-free":true}. This record does not assert independent reproduction.

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