DeepWeb-Bench: A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation

DeepWeb-Bench: A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/deepweb-bench-a-deep-research-benchmark-demanding-massive-cross-source-evidence-and-long-horizon-derivation

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-21
Score updated: 2026-05-21
Score fresh until: 2026-06-20
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

Canonical ID deepweb-bench-a-deep-research-benchmark-demanding-massive-cross-source-evidence-and-long-horizon-derivation | Route /signal-canvas/deepweb-bench-a-deep-research-benchmark-demanding-massive-cross-source-evidence-and-long-horizon-derivation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/deepweb-bench-a-deep-research-benchmark-demanding-massive-cross-source-evidence-and-long-horizon-derivation

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: DeepWeb-Bench: A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation

PDF: https://arxiv.org/pdf/2605.21482v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-21T20:27:47.871Z

Signal Canvas receipt window

Watch and verify: DeepWeb-Bench: A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation

/buildability/deepweb-bench-a-deep-research-benchmark-demanding-massive-cross-source-evidence-and-long-horizon-derivation

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Subject: DeepWeb-Bench: A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

DeepWeb-Bench: A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation

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