# Representational Similarity Analysis on Allen Brain Observatory Visual Coding static natural scenes

Source: [Representational Similarity Analysis on Allen Brain Observatory Visual Coding static natural scenes](<https://www.sota2.com/research/sota/representational-similarity-analysis-on-allen-brain-observatory-visual-coding-static-natural-scenes>)

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

Data updated: 2026-02-26T06:04:22.300Z

Evaluation of model performance using Representational Similarity Analysis (RSA) on the static natural scenes subset of the Allen Brain Observatory Visual Coding dataset, measured by Similarity score.

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 | Representational similarity analysis |
| Dataset (including any stated split) | Allen Brain Observatory Visual Coding static natural scenes |
| Metric | Similarity Score |
| 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

- [Similarity Score](<https://www.sota2.com/research/sota/representational-similarity-analysis-on-allen-brain-observatory-visual-coding-static-natural-scenes.md?metric=Similarity%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Similarity Score | Result date | Report paper |
| --- | --- | --- | --- |
| LoRaFB-SNet | 0.413 | Not recorded | 68fa5f6f1e209131ce9e9d4a |
| SEW-ResNet | 0.3935 | Not recorded | 68fa5f6f1e209131ce9e9d4a |
| CORnet | 0.3544 | Not recorded | 68fa5f6f1e209131ce9e9d4a |
| ResNet-2p-CPC | 0.3435 | Not recorded | 68fa5f6f1e209131ce9e9d4a |

### LoRaFB-SNet

Similarity Score: 0.413. Result ID: 698bc7b27a967eddb771506f.

[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: {"Training Dataset":"UCF101"}. This record does not assert independent reproduction.

### SEW-ResNet

Similarity Score: 0.3935. Result ID: 698bc7b27a967eddb771506e.

[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.

### CORnet

Similarity Score: 0.3544. Result ID: 698bc7b27a967eddb771506c.

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

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

Recorded evaluation configuration: {"Training Dataset":"UCF101"}. This record does not assert independent reproduction.

### ResNet-2p-CPC

Similarity Score: 0.3435. Result ID: 698bc7b27a967eddb771506d.

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

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

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