Skip to content

Supporting resource statistics

Inside the research catalog.

Domain coverage, difficulty, tools, and workflow structure in the current catalog. These counts include collected proposals and illustrative sample entries. Scientific verification results are reported separately.

20 tasks indexedBuild-time catalog snapshot Fill a gap
20
Catalog entries
across 10 active domains
10 / 10
Domains covered
0 still empty
31
Simulations
top: ESM3
31
Workflow steps
atomic, verifiable
40
Target metrics
scientist-set thresholds
1
Expert-verified
19 contributing authors

Tasks per domain

Where the corpus is deep — and where it is thin. Faded bars are domains with zero tasks.

Full coverage

Tasks by type

The proposal's coverage taxonomy — outcome known & measurable, open but still verifiable, or judged by a scientist's rubric.

no rubric tasks yet
Knownoutcome✓workflow✓1890%

Both axes verifiable — the outcome is quantitatively checkable and every step is scored against the scientist's ground-truth targets.

Frontier · verifiableoutcome✓workflow✗210%

An open problem. The outcome stays quantitatively verifiable, but the workflow is not — an expected direction may be supplied, while execution strategy and per-step targets remain open.

Frontier · rubricoutcome✗workflow✗00%

An open problem whose outcome cannot be quantitatively verified, so it is judged by a scientist's rubric; the workflow is not verifiable either.

Difficulty distribution

Balance across Easy → Expert tiers.

20tasks
  • Easy00%
  • Medium735%
  • Hard840%
  • Expert525%

Review status

Verified vs. in-flight contributions.

20tasks
  • Verified15%
  • Under review315%
  • Seed / sample1680%

Corpus growth

Cumulative task total, with newly registered tasks per month.

Most-used simulations

How many tasks reference each tool or solver.

Execution environments

Where the referenced tools run.

40refs
  • HPC1743%
  • Terminal1538%
  • VM (GUI)38%
  • Web API513%

Coverage shape

Task count per domain, as a coverage footprint.

Average workflow length

Mean number of atomic steps per task, by domain.

Domain × difficulty coverage

Every empty cell is an uncollected slice — pick one for your next submission.

Domain
Easy
Medium
Hard
Expert
Protein Engineering
·
·
1
1
Genomics
·
2
·
·
Structural Biology
·
1
·
1
Computational Chemistry
·
·
2
·
Materials Science
·
·
2
2
Drug Discovery
·
1
1
·
Neuroscience
·
1
·
·
Systems & Synthetic Biology
·
1
1
·
Climate & Earth Science
·
·
1
·
Astrophysics
·
1
·
1
Fewer
More tasksNo coverage yet — a gap to fill

Spotted a gap?

Several difficulty tiers within covered domains still sit empty. Bring the open problem you are working on now to the benchmark — after peer review it becomes a task here.