# Multi-Modal Domain Generalization on EPIC-Kitchens

Source: [Multi-Modal Domain Generalization on EPIC-Kitchens](<https://www.sota2.com/research/sota/multi-modal-domain-generalization-on-epic-kitchens>)

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

Data updated: 2026-03-17T09:46:29.261Z

Evaluation of Multi-Modal Domain Generalization performance on the EPIC-Kitchens dataset, typically measured using accuracy.

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 | Multi-Modal Domain Generalization |
| Dataset (including any stated split) | EPIC-Kitchens |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/multi-modal-domain-generalization-on-epic-kitchens.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| CMRF | 62.3 | Not recorded | 69b8e0390636e5bf4afbed0a |
| SimMMDG | 62.03 | Not recorded | 69b8e0390636e5bf4afbed0a |
| MOOSA | 61.79 | Not recorded | 69b8e0390636e5bf4afbed0a |
| RNA-Net | 60.92 | Not recorded | 69b8e0390636e5bf4afbed0a |
| SimMMDG | 60.81 | Not recorded | 69b8e0390636e5bf4afbed0a |
| CMRF | 60.6 | Not recorded | 69b8e0390636e5bf4afbed0a |
| RNA-Net | 60.31 | Not recorded | 69b8e0390636e5bf4afbed0a |
| MOOSA | 60.29 | Not recorded | 69b8e0390636e5bf4afbed0a |

### CMRF

Accuracy: 62.3. Result ID: 69b922e547f34ce924a236ed.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

Recorded evaluation configuration: {"GMP integration":"true"}. This record does not assert independent reproduction.

### SimMMDG

Accuracy: 62.03. Result ID: 69b922e547f34ce924a236ec.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

Recorded evaluation configuration: {"GMP integration":"true"}. This record does not assert independent reproduction.

### MOOSA

Accuracy: 61.79. Result ID: 69b922e547f34ce924a236eb.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

Recorded evaluation configuration: {"GMP integration":"true"}. This record does not assert independent reproduction.

### RNA-Net

Accuracy: 60.92. Result ID: 69b922e547f34ce924a236ea.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

Recorded evaluation configuration: {"GMP integration":"true"}. This record does not assert independent reproduction.

### SimMMDG

Accuracy: 60.81. Result ID: 69b922e547f34ce924a236e8.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

Recorded evaluation configuration: {"GMP integration":"false"}. This record does not assert independent reproduction.

### CMRF

Accuracy: 60.6. Result ID: 69b922e547f34ce924a236e9.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

Recorded evaluation configuration: {"GMP integration":"false"}. This record does not assert independent reproduction.

### RNA-Net

Accuracy: 60.31. Result ID: 69b922e547f34ce924a236e6.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

Recorded evaluation configuration: {"GMP integration":"false"}. This record does not assert independent reproduction.

### MOOSA

Accuracy: 60.29. Result ID: 69b922e547f34ce924a236e7.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e0390636e5bf4afbed0a.md>)

Recorded evaluation configuration: {"GMP integration":"false"}. This record does not assert independent reproduction.

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