# 3D Object Detection on ScanNet unseen classes v2

Source: [3D Object Detection on ScanNet unseen classes v2](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2>)

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

Data updated: 2026-02-26T05:23:14.717Z

Evaluation of 3D Object Detection performance on the ScanNet unseen classes v2 dataset, reporting mean Average Precision at IoU 0.25 (AP25) across various object categories.

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 | 3D Object Detection |
| Dataset (including any stated split) | ScanNet unseen classes v2 |
| Metric | AP25 (Mean) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 0 of 0 |
| 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

- [AP25 (Mean)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Mean)>): Higher is better; unit: PERCENT.

- [AP25 (Toilet)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Toilet)>): Higher is better; unit: PERCENT.

- [AP25 (Bed)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Bed)>): Higher is better; unit: PERCENT.

- [AP25 (Chair)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Chair)>): Higher is better; unit: PERCENT.

- [AP25 (Sofa)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Sofa)>): Higher is better; unit: PERCENT.

- [AP25 (Dresser)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Dresser)>): Higher is better; unit: PERCENT.

- [AP25 (Table)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Table)>): Higher is better; unit: PERCENT.

- [AP25 (Cabinet)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Cabinet)>): Higher is better; unit: PERCENT.

- [AP25 (Bookshelf)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Bookshelf)>): Higher is better; unit: PERCENT.

- [AP25 (Pillow)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Pillow)>): Higher is better; unit: PERCENT.

- [AP25 (Sink)](<https://www.sota2.com/research/sota/3d-object-detection-on-scannet-unseen-classes-v2.md?metric=AP25%20(Sink)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP25 (Mean) | Result date | Report paper |
| --- | --- | --- | --- |

Page 1 of 1. This is an index page, not the full collection.
