# Egocentric Video Question Answering on EgoSchema (public leaderboard)

Source: [Egocentric Video Question Answering on EgoSchema (public leaderboard)](<https://www.sota2.com/research/sota/egocentric-video-question-answering-on-egoschema-public-leaderboard>)

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

Data updated: 2026-02-26T05:30:02.653Z

Evaluation of model performance on the public leaderboard split of the EgoSchema dataset for Egocentric Video Question Answering.

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 | Egocentric Video Question Answering |
| Dataset (including any stated split) | EgoSchema (public leaderboard) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/egocentric-video-question-answering-on-egoschema-public-leaderboard.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| HCQA (iLearn) | 75 | Not recorded | 68fa756a1e209131cea67bc8 |
| GMMV | 74 | Not recorded | 68fa756a1e209131cea67bc8 |
| PaMsEgoAI | 71 | Not recorded | 68fa756a1e209131cea67bc8 |
| VeryLongVQA | 69 | Not recorded | 68fa756a1e209131cea67bc8 |
| LifelongMemory | 68 | Not recorded | 68fa756a1e209131cea67bc8 |
| Host\_82934\_Team | 64 | Not recorded | 68fa756a1e209131cea67bc8 |
| Gemini 1.5 Pro | 63 | Not recorded | 68fa756a1e209131cea67bc8 |
| ProViQ | 57 | Not recorded | 68fa756a1e209131cea67bc8 |
| VideoAgent | 54 | Not recorded | 68fa756a1e209131cea67bc8 |
| LLoVi | 50 | Not recorded | 68fa756a1e209131cea67bc8 |
| InternVideo2 | 41 | Not recorded | 68fa756a1e209131cea67bc8 |
| LongViViT | 33 | Not recorded | 68fa756a1e209131cea67bc8 |
| mPLUG-Owl | 31 | Not recorded | 68fa756a1e209131cea67bc8 |

### HCQA (iLearn)

Accuracy: 75. Result ID: 6993ac753a6c31484917b9d7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Implementation](<https://github.com/Hyu-Zhang/HCQA>)

Recorded evaluation configuration: {"Rank":"1"}. This record does not assert independent reproduction.

### GMMV

Accuracy: 74. Result ID: 6993ac753a6c31484917b9d6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

Recorded evaluation configuration: {"Rank":"2"}. This record does not assert independent reproduction.

### PaMsEgoAI

Accuracy: 71. Result ID: 6993ac753a6c31484917b9d5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

Recorded evaluation configuration: {"Rank":"3"}. This record does not assert independent reproduction.

### VeryLongVQA

Accuracy: 69. Result ID: 6993ac753a6c31484917b9d4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

Recorded evaluation configuration: {"Rank":"4"}. This record does not assert independent reproduction.

### LifelongMemory

Accuracy: 68. Result ID: 6993ac753a6c31484917b9d2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa758c1e209131cea6887b.md>)

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

### Host\_82934\_Team

Accuracy: 64. Result ID: 6993ac753a6c31484917b9d3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

Recorded evaluation configuration: {"Rank":"5"}. This record does not assert independent reproduction.

### Gemini 1.5 Pro

Accuracy: 63. Result ID: 6993ac753a6c31484917b9d1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76361e209131cea6be11.md>)

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

### ProViQ

Accuracy: 57. Result ID: 6993ac753a6c31484917b9d0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71561e209131cea509e3.md>)

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

### VideoAgent

Accuracy: 54. Result ID: 6993ac753a6c31484917b9cf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72971e209131cea5761e.md>)

[Implementation](<https://wxh1996.github.io/VideoAgent-Website/>)

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

### LLoVi

Accuracy: 50. Result ID: 6993ac753a6c31484917b9ce.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75261e209131cea6629c.md>)

[Implementation](<https://github.com/CeeZh/LLoVi>)

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

### InternVideo2

Accuracy: 41. Result ID: 6993ac753a6c31484917b9cd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74871e209131cea623f3.md>)

[Implementation](<https://github.com/OpenGVLab/InternVideo2>)

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

### LongViViT

Accuracy: 33. Result ID: 6993ac753a6c31484917b9cc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76721e209131cea6d0cf.md>)

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

### mPLUG-Owl

Accuracy: 31. Result ID: 6993ac753a6c31484917b9cb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67bc8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ae1e209131cea57d83.md>)

[Implementation](<https://github.com/X-PLUG/mPLUG-Owl>)

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

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