# 2D Mesh Editing on APAP-BENCH 2D

Source: [2D Mesh Editing on APAP-BENCH 2D](<https://www.sota2.com/research/sota/2d-mesh-editing-on-apap-bench-2d>)

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

Data updated: 2026-02-26T06:09:18.969Z

Evaluation of 2D Mesh Editing performance using the k-NN GIQA metric on the APAP-BENCH 2D dataset.

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 | 2D Mesh Editing |
| Dataset (including any stated split) | APAP-BENCH 2D |
| Metric | k-NN GIQA |
| Unit | SCALAR |
| 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

- [k-NN GIQA](<https://www.sota2.com/research/sota/2d-mesh-editing-on-apap-bench-2d.md?metric=k-NN%20GIQA>): Higher is better; unit: SCALAR.

## Recorded results

| Method | k-NN GIQA | Result date | Report paper |
| --- | --- | --- | --- |
| APAP | 4.887 | Not recorded | 68fa72bd1e209131cea584d4 |
| APAP | 4.797 | Not recorded | 68fa72bd1e209131cea584d4 |
| ARAP | 4.753 | Not recorded | 68fa72bd1e209131cea584d4 |
| APAP | 4.74 | Not recorded | 68fa72bd1e209131cea584d4 |
| DragDiffusion | 4.545 | Not recorded | 68fa72bd1e209131cea584d4 |
| APAP | 4.316 | Not recorded | 68fa72bd1e209131cea584d4 |

### APAP

k-NN GIQA: 4.887. Result ID: 699275913a6c3148490f18dc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

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

### APAP

k-NN GIQA: 4.797. Result ID: 699275913a6c3148490f18d9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

Recorded evaluation configuration: {"components":"Lh Only"}. This record does not assert independent reproduction.

### ARAP

k-NN GIQA: 4.753. Result ID: 699275913a6c3148490f18d7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### APAP

k-NN GIQA: 4.74. Result ID: 699275913a6c3148490f18da.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

Recorded evaluation configuration: {"initialization":"ARAP"}. This record does not assert independent reproduction.

### DragDiffusion

k-NN GIQA: 4.545. Result ID: 699275913a6c3148490f18d8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d61e209131cea58d48.md>)

[Implementation](<https://github.com/Yujun-Shi/DragDiffusion111>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### APAP

k-NN GIQA: 4.316. Result ID: 699275913a6c3148490f18db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72bd1e209131cea584d4.md>)

Recorded evaluation configuration: {"initialization":"Poisson"}. This record does not assert independent reproduction.

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