# Semantic Segmentation on DynamicEarthNet (DEN) GEO-Bench-2 2.0 (test)

Source: [Semantic Segmentation on DynamicEarthNet (DEN) GEO-Bench-2 2.0 (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-dynamicearthnet-den-geo-bench-2-2-0-test>)

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

Data updated: 2026-03-16T09:17:07.231Z

Evaluation of Semantic Segmentation performance on the test split of the DynamicEarthNet (DEN) GEO-Bench version 2.0, reporting metrics like mIoU.

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 | Semantic Segmentation |
| Dataset (including any stated split) | DynamicEarthNet (DEN) GEO-Bench-2 2.0 (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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](<https://www.sota2.com/research/sota/semantic-segmentation-on-dynamicearthnet-den-geo-bench-2-2-0-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| TerraFlow-Base-TDS | 0.385 | Not recorded | 69b78e670636e5bf4afbdaae |
| TerraMind 1.0 Base | 0.358 | Not recorded | 69b78e670636e5bf4afbdaae |
| TerraFlow-Base-RS | 0.358 | Not recorded | 69b78e670636e5bf4afbdaae |
| TerraFlow-Tiny-RS | 0.354 | Not recorded | 69b78e670636e5bf4afbdaae |
| TerraFlow-Tiny-TDS | 0.335 | Not recorded | 69b78e670636e5bf4afbdaae |
| TerraMind 1.0 Tiny | 0.302 | Not recorded | 69b78e670636e5bf4afbdaae |

### TerraFlow-Base-TDS

mIoU: 0.385. Result ID: 69b7ca7747f34ce9249fb21d.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

Recorded evaluation configuration: {"Params":"100M"}. This record does not assert independent reproduction.

### TerraMind 1.0 Base

mIoU: 0.358. Result ID: 69b7ca7747f34ce9249fb21b.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b3e1e209131cea8746d.md>)

Recorded evaluation configuration: {"Params":"100M"}. This record does not assert independent reproduction.

### TerraFlow-Base-RS

mIoU: 0.358. Result ID: 69b7ca7747f34ce9249fb21c.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

Recorded evaluation configuration: {"Params":"100M"}. This record does not assert independent reproduction.

### TerraFlow-Tiny-RS

mIoU: 0.354. Result ID: 69b7ca7747f34ce9249fb219.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

Recorded evaluation configuration: {"Params":"8M"}. This record does not assert independent reproduction.

### TerraFlow-Tiny-TDS

mIoU: 0.335. Result ID: 69b7ca7747f34ce9249fb21a.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

Recorded evaluation configuration: {"Params":"8M"}. This record does not assert independent reproduction.

### TerraMind 1.0 Tiny

mIoU: 0.302. Result ID: 69b7ca7747f34ce9249fb218.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e670636e5bf4afbdaae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b3e1e209131cea8746d.md>)

Recorded evaluation configuration: {"Params":"8M"}. This record does not assert independent reproduction.

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