# Online Pose Estimation on Sub-JHMDB (test)

Source: [Online Pose Estimation on Sub-JHMDB (test)](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test>)

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

Data updated: 2026-02-26T05:46:25.121Z

Evaluation of online (real-time) human pose estimation performance on the test split of the Sub-JHMDB dataset, reporting joint accuracy, average performance, and latency metrics (Max/Mean Delay, RT Frames).

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 | Online pose estimation |
| Dataset (including any stated split) | Sub-JHMDB (test) |
| Metric | Head Acc |
| Unit | PERCENT |
| 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

- [Head Acc](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Head%20Acc>): Higher is better; unit: PERCENT.

- [Shoulder Acc](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Shoulder%20Acc>): Higher is better; unit: PERCENT.

- [Elbow Acc](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Elbow%20Acc>): Higher is better; unit: PERCENT.

- [Wrist Acc](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Wrist%20Acc>): Higher is better; unit: PERCENT.

- [Hip Acc](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Hip%20Acc>): Higher is better; unit: PERCENT.

- [Knee Acc](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Knee%20Acc>): Higher is better; unit: PERCENT.

- [Ankle Acc](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Ankle%20Acc>): Higher is better; unit: PERCENT.

- [Average Accuracy](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Average%20Accuracy>): Higher is better; unit: PERCENT.

- [Max Latency (ms)](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Max%20Latency%20(ms)>): Lower is better; unit: TIME.

- [Mean Latency (ms)](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=Mean%20Latency%20(ms)>): Lower is better; unit: TIME.

- [RT Frames (%)](<https://www.sota2.com/research/sota/online-pose-estimation-on-sub-jhmdb-test.md?metric=RT%20Frames%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Head Acc | Result date | Report paper |
| --- | --- | --- | --- |
| main network + stream-aware | 99.4 | Not recorded | 68fa6f0a1e209131cea43848 |
| main network + SAN | 99.1 | Not recorded | 68fa6f0a1e209131cea43848 |
| Skip-Convolution | 98.7 | Not recorded | 68fa6f0a1e209131cea43848 |
| DKD | 98.3 | Not recorded | 68fa6f0a1e209131cea43848 |
| SimpleBaseline | 97.5 | Not recorded | 68fa6f0a1e209131cea43848 |
| main network + random policy | 97.5 | Not recorded | 68fa6f0a1e209131cea43848 |

### main network + stream-aware

Head Acc: 99.4. Result ID: 69907fa83a6c31484900ff5b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea43848.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea43848.md>)

Recorded evaluation configuration: {"policy":"stream-aware"}. This record does not assert independent reproduction.

### main network + SAN

Head Acc: 99.1. Result ID: 69907fa83a6c31484900ff5c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea43848.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea43848.md>)

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

### Skip-Convolution

Head Acc: 98.7. Result ID: 69907fa83a6c31484900ff59.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea43848.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69cc1e209131cea241ac.md>)

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

### DKD

Head Acc: 98.3. Result ID: 69907fa83a6c31484900ff57.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea43848.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66431e209131cea0f4a1.md>)

[Implementation](<https://github.com/lawy623/LSTM_Pose_Machines>)

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

### SimpleBaseline

Head Acc: 97.5. Result ID: 69907fa83a6c31484900ff58.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea43848.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64b81e209131cea06074.md>)

[Implementation](<https://github.com/leoxiaobin/pose.pytorch>)

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

### main network + random policy

Head Acc: 97.5. Result ID: 69907fa83a6c31484900ff5a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea43848.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f0a1e209131cea43848.md>)

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

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