# Continual Semantic Segmentation on ADE20K 100-10 overlapped setting v2 (val)

Source: [Continual Semantic Segmentation on ADE20K 100-10 overlapped setting v2 (val)](<https://www.sota2.com/research/sota/continual-semantic-segmentation-on-ade20k-100-10-overlapped-setting-v2-val>)

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

Data updated: 2026-02-26T06:10:52.679Z

Evaluation of Continual Semantic Segmentation performance on the ADE20K dataset using the specific '100-10 overlapped setting v2' configuration on the validation split, measured by mIoU across specified class ranges.

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 | Continual Semantic Segmentation |
| Dataset (including any stated split) | ADE20K 100-10 overlapped setting v2 (val) |
| Metric | mIoU (0-100) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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 (0-100)](<https://www.sota2.com/research/sota/continual-semantic-segmentation-on-ade20k-100-10-overlapped-setting-v2-val.md?metric=mIoU%20(0-100)>): Higher is better; unit: PERCENT.

- [mIoU (101-150)](<https://www.sota2.com/research/sota/continual-semantic-segmentation-on-ade20k-100-10-overlapped-setting-v2-val.md?metric=mIoU%20(101-150)>): Higher is better; unit: PERCENT.

- [mIoU (all)](<https://www.sota2.com/research/sota/continual-semantic-segmentation-on-ade20k-100-10-overlapped-setting-v2-val.md?metric=mIoU%20(all)>): Higher is better; unit: PERCENT.

- [mIoU (avg)](<https://www.sota2.com/research/sota/continual-semantic-segmentation-on-ade20k-100-10-overlapped-setting-v2-val.md?metric=mIoU%20(avg)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU (0-100) | Result date | Report paper |
| --- | --- | --- | --- |
| Oracle | 54.11 | Not recorded | 68fa706f1e209131cea4af73 |
| SegViT-CL | 53.77 | Not recorded | 68fa706f1e209131cea4af73 |
| Oracle | 46.63 | Not recorded | 68fa706f1e209131cea4af73 |
| Oracle | 44.34 | Not recorded | 68fa706f1e209131cea4af73 |
| REMINDER | 43.28 | Not recorded | 68fa706f1e209131cea4af73 |
| PLOP | 43.25 | Not recorded | 68fa706f1e209131cea4af73 |
| MiB | 39.15 | Not recorded | 68fa706f1e209131cea4af73 |
| REMINDER | 38.96 | Not recorded | 68fa706f1e209131cea4af73 |
| PLOP | 38.59 | Not recorded | 68fa706f1e209131cea4af73 |
| MiB | 38.21 | Not recorded | 68fa706f1e209131cea4af73 |
| SDR | 37.26 | Not recorded | 68fa706f1e209131cea4af73 |
| RCIL | 29.42 | Not recorded | 68fa706f1e209131cea4af73 |
| ILT | 0.11 | Not recorded | 68fa706f1e209131cea4af73 |

### Oracle

mIoU (0-100): 54.11. Result ID: 69912fcd3a6c31484906538b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

Recorded evaluation configuration: {"Backbone":"ViT-Base","Framework":"SegViT","Setting":"Joint Training"}. This record does not assert independent reproduction.

### SegViT-CL

mIoU (0-100): 53.77. Result ID: 69912fcd3a6c31484906538a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

[Implementation](<https://github.com/zbwxp/SegVit>)

Recorded evaluation configuration: {"Backbone":"ViT-Base","Setting":"Overlapped"}. This record does not assert independent reproduction.

### Oracle

mIoU (0-100): 46.63. Result ID: 69912fcd3a6c314849065389.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

Recorded evaluation configuration: {"Backbone":"ViT-Base","Setting":"Joint Training"}. This record does not assert independent reproduction.

### Oracle

mIoU (0-100): 44.34. Result ID: 69912fcd3a6c314849065385.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-101","Setting":"Joint Training"}. This record does not assert independent reproduction.

### REMINDER

mIoU (0-100): 43.28. Result ID: 69912fcd3a6c314849065388.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

Recorded evaluation configuration: {"Backbone":"ViT-Base","Pre-training":"ImageNet-21K","Setting":"Overlapped"}. This record does not assert independent reproduction.

### PLOP

mIoU (0-100): 43.25. Result ID: 69912fcd3a6c314849065387.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

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

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

Recorded evaluation configuration: {"Backbone":"ViT-Base","Pre-training":"ImageNet-21K","Setting":"Overlapped"}. This record does not assert independent reproduction.

### MiB

mIoU (0-100): 39.15. Result ID: 69912fcd3a6c314849065386.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

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

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

Recorded evaluation configuration: {"Backbone":"ViT-Base","Pre-training":"ImageNet-21K","Setting":"Overlapped"}. This record does not assert independent reproduction.

### REMINDER

mIoU (0-100): 38.96. Result ID: 69912fcd3a6c314849065383.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-101","Setting":"Overlapped"}. This record does not assert independent reproduction.

### PLOP

mIoU (0-100): 38.59. Result ID: 69912fcd3a6c314849065382.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

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

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

Recorded evaluation configuration: {"Backbone":"ResNet-101","Setting":"Overlapped"}. This record does not assert independent reproduction.

### MiB

mIoU (0-100): 38.21. Result ID: 69912fcd3a6c314849065380.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

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

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

Recorded evaluation configuration: {"Backbone":"ResNet-101","Setting":"Overlapped"}. This record does not assert independent reproduction.

### SDR

mIoU (0-100): 37.26. Result ID: 69912fcd3a6c314849065381.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d694.md>)

[Implementation](<https://lttm.dei.unipd.it/paper_data/SDR/>)

Recorded evaluation configuration: {"Backbone":"ResNet-101","Setting":"Overlapped"}. This record does not assert independent reproduction.

### RCIL

mIoU (0-100): 29.42. Result ID: 69912fcd3a6c314849065384.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bfd1e209131cea31762.md>)

[Implementation](<https://github.com/zhangchbin/RCIL>)

Recorded evaluation configuration: {"Backbone":"ResNet-101","Setting":"Overlapped"}. This record does not assert independent reproduction.

### ILT

mIoU (0-100): 0.11. Result ID: 69912fcd3a6c31484906537f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66621e209131cea0ffe7.md>)

[Implementation](<https://lttm.dei.unipd.it/paper_data/IL>)

Recorded evaluation configuration: {"Backbone":"ResNet-101","Setting":"Overlapped"}. This record does not assert independent reproduction.

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