Comparison
GSM-IC vs academic-research-skills
Verdict
Pick GSM-IC if gSM-IC is a benchmark dataset that evaluates the distractibility of language models by introducing irrelevant context into grade-school math problems; pick academic-research-skills if a guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases.
Markdown twin · GSM-IC alternatives · academic-research-skills alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | GSM-IC | academic-research-skills |
|---|---|---|
| Maintenance | Archived (1312d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- GSM-IC
- GSM-IC benchmark evaluates distractibility of language models with grade-school math problems and irrelevant context.
- academic-research-skills
- Workflow for academic research and writing with AI tools
Stars
- GSM-IC
- 67
- academic-research-skills
- 49k
Forks
- GSM-IC
- 2
- academic-research-skills
- 3.8k
Open issues
- GSM-IC
- 1
- academic-research-skills
- 35
Language
- GSM-IC
- -
- academic-research-skills
- Python
Adopt for
- GSM-IC
- GSM-IC is a benchmark dataset that evaluates the distractibility of language models by introducing irrelevant context into grade-school math problems.
- academic-research-skills
- A guide to utilizing Claude Code for AI-supported tasks in academic work such as prompt engineering during research writing phases.
Persona
- GSM-IC
- -
- academic-research-skills
- -
Runtime
- GSM-IC
- -
- academic-research-skills
- -
License
- GSM-IC
- License information is not provided in the repository.
- academic-research-skills
- Other
Last pushed
- GSM-IC
- Feb 13, 2023
- academic-research-skills
- Sep 19, 2026
Categories
- GSM-IC
- Evaluation & Observability
- academic-research-skills
- Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- GSM-IC
- Archived (8%)
- academic-research-skills
- Very active (96%)
Days since push
- GSM-IC
- 1312d
- academic-research-skills
- 0d
Archived on GitHub
- GSM-IC
- Yes
- academic-research-skills
- No
Open issues (now)
- GSM-IC
- 1
- academic-research-skills
- 35
Stars delta
- GSM-IC
- 0 (30d)
- academic-research-skills
- +9.0k (30d)
Open issues delta
- GSM-IC
- 0 (30d)
- academic-research-skills
- +14 (30d)
Owner type
- GSM-IC
- Organization
- academic-research-skills
- User
Full report
- GSM-IC
- Trust report
- academic-research-skills
- Trust report
Choose GSM-IC if…
- Pricing: Pricing details are not available..
- Requirements: The dataset is derived from GSM8K and includes irrelevant context in problem descriptions to test the distractibility of language models..
- Tags unique to GSM-IC: arithmetic reasoning, benchmark, distractibility, grade-school math.
- Use GSM-IC when you need to assess how well a language model can focus on relevant information in arithmetic reasoning tasks, especially when faced with distracting irrelevant context.
When NOT to use GSM-IC
- Avoid GSM-IC if your evaluation focuses on the model's ability to solve math problems without any form of distraction or if the context is always assumed to be relevant.
- Do not use GSM-IC if your primary interest is in evaluating the model's performance on pure arithmetic tasks without the added complexity of irrelevant context.
Choose academic-research-skills if…
- Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering.
- Also covers Developer Tools.
- Research projects requiring detailed literature reviews
When NOT to use academic-research-skills
- Tasks that do not involve academic or formal writing environments
- Projects focused on learning Claude Code without an academic context
- Situations where human judgment is prioritized over AI suggestions
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (google-research-datasets/GSM-IC) · observed Sep 20, 2026
- GitHub forks (google-research-datasets/GSM-IC) · observed Sep 20, 2026
- Last push (google-research-datasets/GSM-IC) · observed Feb 13, 2023
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (Imbad0202/academic-research-skills) · observed Sep 20, 2026
- GitHub forks (Imbad0202/academic-research-skills) · observed Sep 20, 2026
- Last push (Imbad0202/academic-research-skills) · observed Sep 19, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: GSM-IC 67 · academic-research-skills 49k (synced Sep 20, 2026).
Common questions
- What is the difference between GSM-IC and academic-research-skills?
- GSM-IC: GSM-IC benchmark evaluates distractibility of language models with grade-school math problems and irrelevant context.. academic-research-skills: Workflow for academic research and writing with AI tools. See the comparison table for live GitHub stats and shared categories.
- When should I choose GSM-IC over academic-research-skills?
- Choose GSM-IC over academic-research-skills when Pricing: Pricing details are not available.; Requirements: The dataset is derived from GSM8K and includes irrelevant context in problem descriptions to test the distractibility of language models.; Tags unique to GSM-IC: arithmetic reasoning, benchmark, distractibility, grade-school math; Use GSM-IC when you need to assess how well a language model can focus on relevant information in arithmetic reasoning tasks, especially when faced with distracting irrelevant context.
- When should I choose academic-research-skills over GSM-IC?
- Choose academic-research-skills over GSM-IC when Tags unique to academic-research-skills: academic-research, academic-writing, ai-assisted-research, prompt-engineering; Also covers Developer Tools; Research projects requiring detailed literature reviews.
- When should I avoid GSM-IC?
- Avoid GSM-IC if your evaluation focuses on the model's ability to solve math problems without any form of distraction or if the context is always assumed to be relevant. Do not use GSM-IC if your primary interest is in evaluating the model's performance on pure arithmetic tasks without the added complexity of irrelevant context.
- When should I avoid academic-research-skills?
- Tasks that do not involve academic or formal writing environments Projects focused on learning Claude Code without an academic context Situations where human judgment is prioritized over AI suggestions
- Is GSM-IC or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (48,777 vs 67). Stars measure visibility, not whether either tool fits your constraints.
- Are GSM-IC and academic-research-skills open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to GSM-IC or academic-research-skills?
- GraphCanon lists graph-backed alternatives at GSM-IC alternatives and academic-research-skills alternatives (GSM-IC markdown twin, academic-research-skills markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, GSM-IC or academic-research-skills?
- GSM-IC: Archived. academic-research-skills: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for GSM-IC and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: GSM-IC trust report; academic-research-skills trust report.