# Facial Expression Recognition on CAS(ME)² Self-reported labels

Source: [Facial Expression Recognition on CAS(ME)² Self-reported labels](<https://www.sota2.com/research/sota/facial-expression-recognition-on-cas-me-self-reported-labels>)

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

Data updated: 2026-06-30T08:25:02.457Z

Evaluation of Facial Expression Recognition performance using the CAS(ME)² Self-reported labels dataset, reporting F1 scores.

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 Expression Recognition |
| Dataset (including any stated split) | CAS(ME)² Self-reported labels |
| Metric | F1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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/facial-expression-recognition-on-cas-me-self-reported-labels.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| FEDN | 74.6 | Not recorded | 68fa77f01e209131cea76239 |
| FEDN + STR | 74.5 | Not recorded | 68fa77f01e209131cea76239 |
| FEDN + CEFLNet | 70.5 | Not recorded | 68fa77f01e209131cea76239 |
| FEDN (spo) + CEFLNet | 67.2 | Not recorded | 68fa77f01e209131cea76239 |
| FEDN (spo) + STR | 67.2 | Not recorded | 68fa77f01e209131cea76239 |
| FEDN (spo) + FEDN (rec) | 66.8 | Not recorded | 68fa77f01e209131cea76239 |
| STR | 48.7 | Not recorded | 68fa77f01e209131cea76239 |

### FEDN

F1 Score: 74.6. Result ID: 6a437d43fbc373592c94851f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

Recorded evaluation configuration: {"Spotter":"FEDN","Recognizer":"FEDN"}. This record does not assert independent reproduction.

### FEDN + STR

F1 Score: 74.5. Result ID: 6a437d43fbc373592c94851d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

Recorded evaluation configuration: {"Spotter":"FEDN","Recognizer":"STR"}. This record does not assert independent reproduction.

### FEDN + CEFLNet

F1 Score: 70.5. Result ID: 6a437d43fbc373592c94851c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

Recorded evaluation configuration: {"Spotter":"FEDN","Recognizer":"CEFLNet"}. This record does not assert independent reproduction.

### FEDN (spo) + CEFLNet

F1 Score: 67.2. Result ID: 6a437d43fbc373592c94851a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

Recorded evaluation configuration: {"Spotter":"FEDN (spo)","Recognizer":"CEFLNet"}. This record does not assert independent reproduction.

### FEDN (spo) + STR

F1 Score: 67.2. Result ID: 6a437d43fbc373592c94851b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

Recorded evaluation configuration: {"Spotter":"FEDN (spo)","Recognizer":"STR"}. This record does not assert independent reproduction.

### FEDN (spo) + FEDN (rec)

F1 Score: 66.8. Result ID: 6a437d43fbc373592c94851e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

Recorded evaluation configuration: {"Spotter":"FEDN (spo)","Recognizer":"FEDN (rec)"}. This record does not assert independent reproduction.

### STR

F1 Score: 48.7. Result ID: 6a437d43fbc373592c948519.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77f01e209131cea76239.md>)

Recorded evaluation configuration: {"Spotter":"STR","Recognizer":"STR"}. This record does not assert independent reproduction.

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