# Facial Avatar Rendering on Multiview Video Face Capture Dataset (test)

Source: [Facial Avatar Rendering on Multiview Video Face Capture Dataset (test)](<https://www.sota2.com/research/sota/facial-avatar-rendering-on-multiview-video-face-capture-dataset-test>)

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

Data updated: 2026-02-26T05:49:49.958Z

Evaluation of facial avatar rendering performance using the test split of the Multiview Video Face Capture Dataset, focusing on rendering fidelity across different views (MSE) and computational performance (MFLOPS, Latency on Quest 2 and Pixel 3).

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 | Facial Avatar Rendering |
| Dataset (including any stated split) | Multiview Video Face Capture Dataset (test) |
| Metric | MFLOPS |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 19 of 19 |
| 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

- [MFLOPS](<https://www.sota2.com/research/sota/facial-avatar-rendering-on-multiview-video-face-capture-dataset-test.md?metric=MFLOPS>): Higher is better; unit: SCALAR.

- [Latency (Quest 2)](<https://www.sota2.com/research/sota/facial-avatar-rendering-on-multiview-video-face-capture-dataset-test.md?metric=Latency%20(Quest%202)>): Lower is better; unit: TIME.

- [Latency (Pixel 3)](<https://www.sota2.com/research/sota/facial-avatar-rendering-on-multiview-video-face-capture-dataset-test.md?metric=Latency%20(Pixel%203)>): Lower is better; unit: TIME.

- [MSE (Front View)](<https://www.sota2.com/research/sota/facial-avatar-rendering-on-multiview-video-face-capture-dataset-test.md?metric=MSE%20(Front%20View)>): Lower is better; unit: SCALAR.

- [MSE (Left View)](<https://www.sota2.com/research/sota/facial-avatar-rendering-on-multiview-video-face-capture-dataset-test.md?metric=MSE%20(Left%20View)>): Lower is better; unit: SCALAR.

- [MSE (Right View)](<https://www.sota2.com/research/sota/facial-avatar-rendering-on-multiview-video-face-capture-dataset-test.md?metric=MSE%20(Right%20View)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MFLOPS | Result date | Report paper |
| --- | --- | --- | --- |
| EEM | 2930.77 | Not recorded | 68fa767b1e209131cea6d4da |
| EEM | 2930.77 | Not recorded | 68fa767b1e209131cea6d4da |
| EEM | 2930.77 | Not recorded | 68fa767b1e209131cea6d4da |
| EEM | 2930.77 | Not recorded | 68fa767b1e209131cea6d4da |
| EEM | 2930.77 | Not recorded | 68fa767b1e209131cea6d4da |
| EEM | 2930.77 | Not recorded | 68fa767b1e209131cea6d4da |
| EEM-ch50 | 765.38 | Not recorded | 68fa767b1e209131cea6d4da |
| EEM-res50 | 747.44 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-L | 605.14 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-L | 605.14 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-L | 605.14 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-L | 605.14 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-L | 605.14 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-M | 306.93 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-M | 306.93 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-S | 174.75 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-S | 174.75 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-S | 174.75 | Not recorded | 68fa767b1e209131cea6d4da |
| AVE-S | 174.75 | Not recorded | 68fa767b1e209131cea6d4da |

### EEM

MFLOPS: 2930.77. Result ID: 69943e2b3a6c3148491bffed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S1"}. This record does not assert independent reproduction.

### EEM

MFLOPS: 2930.77. Result ID: 69943e2b3a6c3148491bfff3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S2"}. This record does not assert independent reproduction.

### EEM

MFLOPS: 2930.77. Result ID: 69943e2b3a6c3148491bfff7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S3"}. This record does not assert independent reproduction.

### EEM

MFLOPS: 2930.77. Result ID: 69943e2b3a6c3148491bfff9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S4"}. This record does not assert independent reproduction.

### EEM

MFLOPS: 2930.77. Result ID: 69943e2b3a6c3148491bfffb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S5"}. This record does not assert independent reproduction.

### EEM

MFLOPS: 2930.77. Result ID: 69943e2b3a6c3148491bfffd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S6"}. This record does not assert independent reproduction.

### EEM-ch50

MFLOPS: 765.38. Result ID: 69943e2b3a6c3148491bffee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S1"}. This record does not assert independent reproduction.

### EEM-res50

MFLOPS: 747.44. Result ID: 69943e2b3a6c3148491bffef.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S1"}. This record does not assert independent reproduction.

### AVE-L

MFLOPS: 605.14. Result ID: 69943e2b3a6c3148491bfff0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S1"}. This record does not assert independent reproduction.

### AVE-L

MFLOPS: 605.14. Result ID: 69943e2b3a6c3148491bfff4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S2"}. This record does not assert independent reproduction.

### AVE-L

MFLOPS: 605.14. Result ID: 69943e2b3a6c3148491bfff8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S3"}. This record does not assert independent reproduction.

### AVE-L

MFLOPS: 605.14. Result ID: 69943e2b3a6c3148491bfffa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S4"}. This record does not assert independent reproduction.

### AVE-L

MFLOPS: 605.14. Result ID: 69943e2b3a6c3148491bfffe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S6"}. This record does not assert independent reproduction.

### AVE-M

MFLOPS: 306.93. Result ID: 69943e2b3a6c3148491bfff1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S1"}. This record does not assert independent reproduction.

### AVE-M

MFLOPS: 306.93. Result ID: 69943e2b3a6c3148491bfff5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S2"}. This record does not assert independent reproduction.

### AVE-S

MFLOPS: 174.75. Result ID: 69943e2b3a6c3148491bfff2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S1"}. This record does not assert independent reproduction.

### AVE-S

MFLOPS: 174.75. Result ID: 69943e2b3a6c3148491bfff6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S2"}. This record does not assert independent reproduction.

### AVE-S

MFLOPS: 174.75. Result ID: 69943e2b3a6c3148491bfffc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S5"}. This record does not assert independent reproduction.

### AVE-S

MFLOPS: 174.75. Result ID: 69943e2b3a6c3148491bffff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4da.md>)

Recorded evaluation configuration: {"Identity":"S6"}. This record does not assert independent reproduction.

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