# Neural Similarity on Allen Brain Observatory Visual Coding (Movie1)

Source: [Neural Similarity on Allen Brain Observatory Visual Coding (Movie1)](<https://www.sota2.com/research/sota/neural-similarity-on-allen-brain-observatory-visual-coding-movie1>)

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

Data updated: 2026-02-26T06:00:52.664Z

Evaluation of model performance predicting or explaining neural responses using the Allen Brain Observatory Visual Coding (Movie1) dataset, typically measured by R^2 (coefficient of determination).

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 | Neural Similarity |
| Dataset (including any stated split) | Allen Brain Observatory Visual Coding (Movie1) |
| Metric | R^2 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [R^2](<https://www.sota2.com/research/sota/neural-similarity-on-allen-brain-observatory-visual-coding-movie1.md?metric=R%5E2>): Higher is better; unit: SCALAR.

## Recorded results

| Method | R^2 | Result date | Report paper |
| --- | --- | --- | --- |
| LoRaFB-SNet | 0.4335 | Not recorded | 68fa5f6f1e209131ce9e9d4a |
| CORnet | 0.4326 | Not recorded | 68fa5f6f1e209131ce9e9d4a |
| SEW-ResNet | 0.4241 | Not recorded | 68fa5f6f1e209131ce9e9d4a |
| ResNet-2p-CPC | 0.4167 | Not recorded | 68fa5f6f1e209131ce9e9d4a |

### LoRaFB-SNet

R^2: 0.4335. Result ID: 698bc7b27a967eddb771505f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f6f1e209131ce9e9d4a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f6f1e209131ce9e9d4a.md>)

[Implementation](<https://github.com/Grasshlw/SNN-Neural-Similarity-Movie>)

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

### CORnet

R^2: 0.4326. Result ID: 698bc7b27a967eddb771505c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f6f1e209131ce9e9d4a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5ef41e209131ce9e687d.md>)

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

### SEW-ResNet

R^2: 0.4241. Result ID: 698bc7b27a967eddb771505e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f6f1e209131ce9e9d4a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ba61e209131cea2f958.md>)

[Implementation](<https://github.com/fangwei123456/Spike-Element-Wise-ResNet>)

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

### ResNet-2p-CPC

R^2: 0.4167. Result ID: 698bc7b27a967eddb771505d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f6f1e209131ce9e9d4a.md>)

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

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