# Event-based Dataset Generation on ImageNet I2E

Source: [Event-based Dataset Generation on ImageNet I2E](<https://www.sota2.com/research/sota/event-based-dataset-generation-on-imagenet-i2e>)

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

Data updated: 2026-06-24T08:20:35.571Z

Evaluation of models performing event-based dataset generation on the ImageNet I2E dataset, measured by generation speed.

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 | Event-based Dataset Generation |
| Dataset (including any stated split) | ImageNet I2E |
| Metric | Generation Speed (ms/sample) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 1 of 1 |
| 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

- [Generation Speed (ms/sample)](<https://www.sota2.com/research/sota/event-based-dataset-generation-on-imagenet-i2e.md?metric=Generation%20Speed%20(ms%2Fsample)>): Lower is better; unit: TIME.

## Recorded results

| Method | Generation Speed (ms/sample) | Result date | Report paper |
| --- | --- | --- | --- |
| I2E | 0.1 | Not recorded | 6914147c2828b7cc6937ea49 |

### I2E

Generation Speed (ms/sample): 0.1. Result ID: 6a3b934afbc373592c4470c2.

[Reporting paper](<https://www.sota2.com/research/paper/6914147c2828b7cc6937ea49.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6914147c2828b7cc6937ea49.md>)

Recorded evaluation configuration: {"Resolution":"224×224","# of samples":"1,281,167 + 50,000","# of classes":"1,000","Generation Type":"Algorithmic","Computing Device":"GPU"}. This record does not assert independent reproduction.

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