# Action Recognition on NTU-RGB+D 120

Source: [Action Recognition on NTU-RGB+D 120](<https://www.sota2.com/research/sota/action-recognition-on-ntu-rgb-plus-d-120>)

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

Data updated: 2026-06-01T09:28:02.279Z

Evaluation of video action recognition performance using the NTU RGB+D 120 dataset, measured by FAA and F 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 | Action Recognition |
| Dataset (including any stated split) | NTU-RGB+D 120 |
| Metric | FAA |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [FAA](<https://www.sota2.com/research/sota/action-recognition-on-ntu-rgb-plus-d-120.md?metric=FAA>): Higher is better; unit: PERCENT.

- [F-Score](<https://www.sota2.com/research/sota/action-recognition-on-ntu-rgb-plus-d-120.md?metric=F-Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | FAA | Result date | Report paper |
| --- | --- | --- | --- |
| Joint FT | 74.7 | Not recorded | 6a1d1228dbd7150506f8404a |
| Task oracle | 71.3 | Not recorded | 6a1d1228dbd7150506f8404a |
| Remembering by Reconstructing | 69.9 | Not recorded | 6a1d1228dbd7150506f8404a |
| CoLoR++ | 67.8 | Not recorded | 6a1d1228dbd7150506f8404a |
| DRIFT | 67.3 | Not recorded | 6a1d1228dbd7150506f8404a |
| LoRA merging | 66.9 | Not recorded | 6a1d1228dbd7150506f8404a |
| Replay | 66.8 | Not recorded | 6a1d1228dbd7150506f8404a |
| No FT | 64.5 | Not recorded | 6a1d1228dbd7150506f8404a |
| Naïve FT | 60.2 | Not recorded | 6a1d1228dbd7150506f8404a |

### Joint FT

FAA: 74.7. Result ID: 6a1d5086fbc373592c16d941.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

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

### Task oracle

FAA: 71.3. Result ID: 6a1d5086fbc373592c16d940.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

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

### Remembering by Reconstructing

FAA: 69.9. Result ID: 6a1d5086fbc373592c16d93f.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

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

### CoLoR++

FAA: 67.8. Result ID: 6a1d5086fbc373592c16d93e.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50a4d.md>)

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

### DRIFT

FAA: 67.3. Result ID: 6a1d5086fbc373592c16d93c.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa765d1e209131cea6ca63.md>)

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

### LoRA merging

FAA: 66.9. Result ID: 6a1d5086fbc373592c16d93d.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71221e209131cea4f680.md>)

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

### Replay

FAA: 66.8. Result ID: 6a1d5086fbc373592c16d93b.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66b71e209131cea120af.md>)

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

### No FT

FAA: 64.5. Result ID: 6a1d5086fbc373592c16d939.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

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

### Naïve FT

FAA: 60.2. Result ID: 6a1d5086fbc373592c16d93a.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d1228dbd7150506f8404a.md>)

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

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