Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts
Compared to this week’s papers
Verification pending
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/beyond-single-plots-a-benchmark-for-question-answering-on-multi-charts
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-24
- Score updated
- 2026-04-24
- Score fresh until
- 2026-05-24
- References
- 0
- Source count
- 3
- Coverage
- 50%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts
Canonical ID beyond-single-plots-a-benchmark-for-question-answering-on-multi-charts | Route /signal-canvas/beyond-single-plots-a-benchmark-for-question-answering-on-multi-charts
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/beyond-single-plots-a-benchmark-for-question-answering-on-multi-chartsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "beyond-single-plots-a-benchmark-for-question-answering-on-multi-charts",
"query_text": "Summarize Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts",
"normalized_query": "2604.21344",
"route": "/signal-canvas/beyond-single-plots-a-benchmark-for-question-answering-on-multi-charts",
"paper_ref": "beyond-single-plots-a-benchmark-for-question-answering-on-multi-charts",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts
PDF: https://arxiv.org/pdf/2604.21344v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-24T20:28:08.121Z
Signal Canvas receipt window
Watch and verify: Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts
/buildability/beyond-single-plots-a-benchmark-for-question-answering-on-multi-charts
Subject: Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/beyond-single-plots-a-benchmark-for-question-answering-on-multi-charts
Paper ref
beyond-single-plots-a-benchmark-for-question-answering-on-multi-charts
arXiv id
2604.21344
Freshness
Generated at
2026-04-24T20:28:08.121Z
Evidence freshness
stale
Last verification
2026-04-24T20:28:08.121Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
2e7116b0dbadaad9277e8dc9ebce761b58a4381c8ff971c221e8bfc44903395e
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 3 sources / Verification pending
repo_url
references
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts
Canonical Paper Receipt
Last verification: 2026-04-24T20:28:08.121ZFreshness: stale
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 7.0
GitHub Code Pulse
No public code linked for this paper yet.
Key claims
Startup potential card
Related Resources
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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