# Referential Communication on ILSVRC (val)

Source: [Referential Communication on ILSVRC (val)](<https://www.sota2.com/research/sota/referential-communication-on-ilsvrc-val>)

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

Data updated: 2026-02-27T06:58:15.364Z

Evaluation of Referential Communication performance on the validation split of the ILSVRC dataset, 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 | Referential Communication |
| Dataset (including any stated split) | ILSVRC (val) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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/referential-communication-on-ilsvrc-val.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Communication Game | 92.8 | Not recorded | 68fa6b101e209131cea2be31 |
| Communication Game | 91.2 | Not recorded | 68fa6b101e209131cea2be31 |
| Communication Game | 82.2 | Not recorded | 68fa6b101e209131cea2be31 |
| Communication Game | 81.5 | Not recorded | 68fa6b101e209131cea2be31 |
| SimCLR\_disc | 56.9 | Not recorded | 68fa6b101e209131cea2be31 |

### Communication Game

Accuracy: 92.8. Result ID: 69a1406935dfcabb00e5c927.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b101e209131cea2be31.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b101e209131cea2be31.md>)

[Implementation](<https://github.com/facebookresearch/EGG/tree/master/egg/zoo/emcom_as_ssl>)

Recorded evaluation configuration: {"augmentations":"false","weight sharing":"true"}. This record does not assert independent reproduction.

### Communication Game

Accuracy: 91.2. Result ID: 69a1406935dfcabb00e5c926.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b101e209131cea2be31.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b101e209131cea2be31.md>)

[Implementation](<https://github.com/facebookresearch/EGG/tree/master/egg/zoo/emcom_as_ssl>)

Recorded evaluation configuration: {"augmentations":"false","weight sharing":"false"}. This record does not assert independent reproduction.

### Communication Game

Accuracy: 82.2. Result ID: 69a1406935dfcabb00e5c929.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b101e209131cea2be31.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b101e209131cea2be31.md>)

[Implementation](<https://github.com/facebookresearch/EGG/tree/master/egg/zoo/emcom_as_ssl>)

Recorded evaluation configuration: {"augmentations":"true","weight sharing":"true"}. This record does not assert independent reproduction.

### Communication Game

Accuracy: 81.5. Result ID: 69a1406935dfcabb00e5c928.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b101e209131cea2be31.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b101e209131cea2be31.md>)

[Implementation](<https://github.com/facebookresearch/EGG/tree/master/egg/zoo/emcom_as_ssl>)

Recorded evaluation configuration: {"augmentations":"true","weight sharing":"false"}. This record does not assert independent reproduction.

### SimCLR\_disc

Accuracy: 56.9. Result ID: 69a1406935dfcabb00e5c925.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b101e209131cea2be31.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d71e209131cea18de5.md>)

[Implementation](<https://github.com/google-research/simclr>)

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

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