Datasets:

BrainPilot-Bench
/

Tasks-Data-Public

# Anatomical Connectivity and Signal Propagation in C. elegans

How closely does anatomical wiring match measured signal propagation in C. elegans? The agent quantifies differences between a connectome and a signaling atlas using a fixed analysis protocol. It compares connections, communities, hubs, and pharyngeal organization.

The evaluator runs the submitted analyzer on additional reconstructions and compares its outputs with independent calculations. The task measures differences between the networks, not predictions of one network from the other.

Agent benchmark results are not yet available.

## Task at a glance

| Field | Details |
|---|---|
| Task ID | `celegans-structure-function-divergence` |
| Task version | `0.6` |
| Public data | A signal propagation atlas, one anatomical connectome reconstruction, and neuron metadata |
| Submission | A reusable Python analyzer, a protocol declaration, and a scientific report |
| Primary metric | `score` in [0, 1]: numerical-statistic agreement weighted by judgment skill, higher is better |
| Evaluation | Statistics and judgments checked on evaluator-controlled reconstructions |

## Data access

The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/connectomics/celegans-structure-function-divergence/public) contains 3 files (1,063,606 bytes). The [manifest](manifest.json) lists each path, byte count, and SHA-256 digest.

Original source terms apply. This catalog does not relicense the data.

## Protocol and source

The [versioned task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/7306cc0b0e8958cc8f84918b68446310d8dbc662/tasks/connectomics/celegans-structure-function-divergence/README.md) defines the scientific protocol, preparation, and scoring.

[Frozen source record](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/connectomics/celegans-structure-function-divergence/README.md) · [Source attribution](../../../ATTRIBUTION.md)

	# Anatomical Connectivity and Signal Propagation in C. elegans

	How closely does anatomical wiring match measured signal propagation in C. elegans? The agent quantifies differences between a connectome and a signaling atlas using a fixed analysis protocol. It compares connections, communities, hubs, and pharyngeal organization.

	The evaluator runs the submitted analyzer on additional reconstructions and compares its outputs with independent calculations. The task measures differences between the networks, not predictions of one network from the other.

	Agent benchmark results are not yet available.

	## Task at a glance

	\| Field \| Details \|
	\|---\|---\|
	\| Task ID \| `celegans-structure-function-divergence` \|
	\| Task version \| `0.6` \|
	\| Public data \| A signal propagation atlas, one anatomical connectome reconstruction, and neuron metadata \|
	\| Submission \| A reusable Python analyzer, a protocol declaration, and a scientific report \|
	\| Primary metric \| `score` in [0, 1]: numerical-statistic agreement weighted by judgment skill, higher is better \|
	\| Evaluation \| Statistics and judgments checked on evaluator-controlled reconstructions \|

	## Data access

	The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/connectomics/celegans-structure-function-divergence/public) contains 3 files (1,063,606 bytes). The [manifest](manifest.json) lists each path, byte count, and SHA-256 digest.

	Original source terms apply. This catalog does not relicense the data.

	## Protocol and source

	The [versioned task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/7306cc0b0e8958cc8f84918b68446310d8dbc662/tasks/connectomics/celegans-structure-function-divergence/README.md) defines the scientific protocol, preparation, and scoring.

	[Frozen source record](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/connectomics/celegans-structure-function-divergence/README.md) · [Source attribution](../../../ATTRIBUTION.md)