# Object Detection on Tetrominoes

Source: [Object Detection on Tetrominoes](<https://www.sota2.com/research/sota/object-detection-on-tetrominoes>)

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

Data updated: 2026-03-04T16:55:30.357Z

Evaluation of Object Detection performance on the Tetrominoes dataset, measured using F1 score.

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 | Object Detection |
| Dataset (including any stated split) | Tetrominoes |
| Metric | F1 Score |
| Unit | PERCENT |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/object-detection-on-tetrominoes.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| ORGAN | 89.2 | Not recorded | 69a66c562d603e6de3e3d123 |
| SPACE | 76 | Not recorded | 69a66c562d603e6de3e3d123 |
| SLATE | 30.3 | Not recorded | 69a66c562d603e6de3e3d123 |
| LSD | 20 | Not recorded | 69a66c562d603e6de3e3d123 |
| SPOT | 13.8 | Not recorded | 69a66c562d603e6de3e3d123 |

### ORGAN

F1 Score: 89.2. Result ID: 69a863f36dbb7075b9500b68.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c562d603e6de3e3d123.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a66c562d603e6de3e3d123.md>)

Recorded evaluation configuration: {"Resolution":"128×128","Training time (hours)":"44.0","Inference time (ms)":"2.5"}. This record does not assert independent reproduction.

### SPACE

F1 Score: 76. Result ID: 69a863f36dbb7075b9500b69.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c562d603e6de3e3d123.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67331e209131cea14af8.md>)

Recorded evaluation configuration: {"Resolution":"128×128","Training time (hours)":"13.5","Inference time (ms)":"17.8"}. This record does not assert independent reproduction.

### SLATE

F1 Score: 30.3. Result ID: 69a863f36dbb7075b9500b6a.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c562d603e6de3e3d123.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c011e209131cea319dc.md>)

Recorded evaluation configuration: {"Resolution":"128×128","Training time (hours)":"6.75","Inference time (ms)":"3.4"}. This record does not assert independent reproduction.

### LSD

F1 Score: 20. Result ID: 69a863f36dbb7075b9500b6b.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c562d603e6de3e3d123.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa710d1e209131cea4ee3a.md>)

[Implementation](<https://github.com/JindongJiang/latent-slot-diffusion>)

Recorded evaluation configuration: {"Resolution":"128×128","Training time (hours)":"7.5","Inference time (ms)":"8.0"}. This record does not assert independent reproduction.

### SPOT

F1 Score: 13.8. Result ID: 69a863f36dbb7075b9500b6c.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c562d603e6de3e3d123.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d31e209131cea58c09.md>)

[Implementation](<https://github.com/gkakogeorgiou/spot>)

Recorded evaluation configuration: {"Resolution":"128×128","Training time (hours)":"10.0","Inference time (ms)":"37.5"}. This record does not assert independent reproduction.

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