# Multi-view Stereo on Tanks and Temples (Advanced set)

Source: [Multi-view Stereo on Tanks and Temples (Advanced set)](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set>)

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

Data updated: 2026-02-26T05:35:08.825Z

Evaluation of Multi-view Stereo performance on the Advanced set subset of the Tanks and Temples dataset, measured using standard error metrics (Mean, Aud., Bal., Cour., Mus., Pal., Tem.).

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 | Multi-view Stereo |
| Dataset (including any stated split) | Tanks and Temples (Advanced set) |
| Metric | Aud. Error |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 38 of 38 |
| 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

- [Aud. Error](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=Aud.%20Error>): Lower is better; unit: SCALAR.

- [Mean Error](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=Mean%20Error>): Lower is better; unit: SCALAR.

- [Bal. Error](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=Bal.%20Error>): Lower is better; unit: SCALAR.

- [Cour. Error](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=Cour.%20Error>): Lower is better; unit: SCALAR.

- [Mus. Error](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=Mus.%20Error>): Lower is better; unit: SCALAR.

- [Pal. Error](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=Pal.%20Error>): Lower is better; unit: SCALAR.

- [Tem. Error](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=Tem.%20Error>): Lower is better; unit: SCALAR.

- [F1 Score](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/multi-view-stereo-on-tanks-and-temples-advanced-set.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Aud. Error | Result date | Report paper |
| --- | --- | --- | --- |
| AttMVS | 15.96 | Not recorded | 68fa6b4c1e209131cea2d637 |
| COLMAP | 16.02 | Not recorded | 68fa7aa31e209131cea8446e |
| COLMAP | 16.02 | Not recorded | 68fa6b4c1e209131cea2d637 |
| R-MVSNet | 19.49 | Not recorded | 68fa7aa31e209131cea8446e |
| R-MVSNet | 19.49 | Not recorded | 68fa6b4c1e209131cea2d637 |
| CasMVSNet | 19.81 | Not recorded | 68fa7aa31e209131cea8446e |
| CasMVSNet | 19.81 | Not recorded | 68fa6b4c1e209131cea2d637 |
| CasMVSNet | 19.81 | Not recorded | 68fa6b5d1e209131cea2dab4 |
| BP-MVSNet | 20.44 | Not recorded | 68fa6b5d1e209131cea2dab4 |
| Vis-MVSNet | 20.79 | Not recorded | 68fa6b4c1e209131cea2d637 |
| Vis-MVSNet | 20.79 | Not recorded | 68fa6b5d1e209131cea2dab4 |
| AA-RMVSNet | 20.96 | Not recorded | 68fa7aa31e209131cea8446e |
| AA-RMVSNet | 20.96 | Not recorded | 68fa6b4c1e209131cea2d637 |
| AA-RMVSNet | 20.96 | Not recorded | 68fa6b5d1e209131cea2dab4 |
| EPP-MVSNet | 21.28 | Not recorded | 68fa6b4c1e209131cea2d637 |
| EPP-MVSNet | 21.28 | Not recorded | 68fa6b5d1e209131cea2dab4 |
| Bi-Net | 21.97 | Not recorded | 68fa6b5d1e209131cea2dab4 |
| ACMM | 23.41 | Not recorded | 68fa6b4c1e209131cea2d637 |
| PatchmatchNet | 23.69 | Not recorded | 68fa6b4c1e209131cea2d637 |
| PatchmatchNet | 23.69 | Not recorded | 68fa6b5d1e209131cea2dab4 |
| TransMVSNet | 24.84 | Not recorded | 68fa7aa31e209131cea8446e |
| TransMVSNet | 24.84 | Not recorded | 68fa6b4c1e209131cea2d637 |
| GC-MVSNet | 25.37 | Not recorded | 68fa7aa31e209131cea8446e |
| DeepC-MVS | 26.3 | Not recorded | 68fa6b4c1e209131cea2d637 |
| MVSTER | 26.68 | Not recorded | 68fa7aa31e209131cea8446e |
| UniMVSNet | 28.33 | Not recorded | 68fa7aa31e209131cea8446e |
| GBi-Net | 29.77 | Not recorded | 68fa7aa31e209131cea8446e |
| GBi-Net | 29.77 | Not recorded | 68fa6b5d1e209131cea2dab4 |

### AttMVS

Aud. Error: 15.96. Result ID: 698e7a15ffc3901de09deb7c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

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

### COLMAP

Aud. Error: 16.02. Result ID: 698b7a137a967eddb76eee15.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

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

### COLMAP

Aud. Error: 16.02. Result ID: 698e7a15ffc3901de09deb79.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

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

### R-MVSNet

Aud. Error: 19.49. Result ID: 698b7a137a967eddb76eee16.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65681e209131cea0a17c.md>)

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

### R-MVSNet

Aud. Error: 19.49. Result ID: 698e7a15ffc3901de09deb81.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65681e209131cea0a17c.md>)

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

### CasMVSNet

Aud. Error: 19.81. Result ID: 698b7a137a967eddb76eee17.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67a81e209131cea17898.md>)

[Implementation](<https://github.com/alibaba/cascade-stereo>)

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

### CasMVSNet

Aud. Error: 19.81. Result ID: 698e7a15ffc3901de09deb7d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67a81e209131cea17898.md>)

[Implementation](<https://github.com/alibaba/cascade-stereo>)

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

### CasMVSNet

Aud. Error: 19.81. Result ID: 698e7fcdffc3901de09e1b8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67a81e209131cea17898.md>)

[Implementation](<https://github.com/alibaba/cascade-stereo>)

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

### BP-MVSNet

Aud. Error: 20.44. Result ID: 698e7fcdffc3901de09e1b8e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a11e209131cea1d436.md>)

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

### Vis-MVSNet

Aud. Error: 20.79. Result ID: 698e7a15ffc3901de09deb7e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa682a1e209131cea1a6e0.md>)

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

### Vis-MVSNet

Aud. Error: 20.79. Result ID: 698e7fcdffc3901de09e1b8f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa682a1e209131cea1a6e0.md>)

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

### AA-RMVSNet

Aud. Error: 20.96. Result ID: 698b7a137a967eddb76eee18.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a7a1e209131cea286f8.md>)

[Implementation](<https://github.com/QT-Zhu/AA-RMVSNet>)

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

### AA-RMVSNet

Aud. Error: 20.96. Result ID: 698e7a15ffc3901de09deb82.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a7a1e209131cea286f8.md>)

[Implementation](<https://github.com/QT-Zhu/AA-RMVSNet>)

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

### AA-RMVSNet

Aud. Error: 20.96. Result ID: 698e7fcdffc3901de09e1b90.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a7a1e209131cea286f8.md>)

[Implementation](<https://github.com/QT-Zhu/AA-RMVSNet>)

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

### EPP-MVSNet

Aud. Error: 21.28. Result ID: 698e7a15ffc3901de09deb80.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

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

### EPP-MVSNet

Aud. Error: 21.28. Result ID: 698e7fcdffc3901de09e1b91.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

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

### Bi-Net

Aud. Error: 21.97. Result ID: 698e7fcdffc3901de09e1b92.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Implementation](<https://github.com/MiZhenxing/GBi-Net>)

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

### ACMM

Aud. Error: 23.41. Result ID: 698e7a15ffc3901de09deb7a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a01e209131cea0b57d.md>)

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

### PatchmatchNet

Aud. Error: 23.69. Result ID: 698e7a15ffc3901de09deb7f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d51e209131cea1e7af.md>)

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

### PatchmatchNet

Aud. Error: 23.69. Result ID: 698e7fcdffc3901de09e1b8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d51e209131cea1e7af.md>)

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

### TransMVSNet

Aud. Error: 24.84. Result ID: 698b7a137a967eddb76eee1a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Implementation](<https://github.com/MegviiRobot/TransMVSNet>)

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

### TransMVSNet

Aud. Error: 24.84. Result ID: 698e7a15ffc3901de09deb83.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Implementation](<https://github.com/MegviiRobot/TransMVSNet>)

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

### GC-MVSNet

Aud. Error: 25.37. Result ID: 698b7a137a967eddb76eee1d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

Recorded evaluation configuration: {"Resolution":"576 x 768","Finetuned on":"BlendedMVS"}. This record does not assert independent reproduction.

### DeepC-MVS

Aud. Error: 26.3. Result ID: 698e7a15ffc3901de09deb7b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b4c1e209131cea2d637.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa682e1e209131cea1a937.md>)

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

### MVSTER

Aud. Error: 26.68. Result ID: 698b7a137a967eddb76eee1c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c5a1e209131cea33813.md>)

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

### UniMVSNet

Aud. Error: 28.33. Result ID: 698b7a137a967eddb76eee19.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bfd1e209131cea3174d.md>)

[Implementation](<https://github.com/prstrive/UniMVSNet>)

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

### GBi-Net

Aud. Error: 29.77. Result ID: 698b7a137a967eddb76eee1b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea8446e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Implementation](<https://github.com/MiZhenxing/GBi-Net>)

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

### GBi-Net

Aud. Error: 29.77. Result ID: 698e7fcdffc3901de09e1b93.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b5d1e209131cea2dab4.md>)

[Implementation](<https://github.com/MiZhenxing/GBi-Net>)

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

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