ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting

ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/admformer-an-adaptive-decomposition-transformer-with-time-varying-masked-spatial-attention-for-traffic-forecasting

stale

Proof freshness: stale
Proof status: unverified
Display score: 0/10
Last proof check: 2026-05-27
Score updated: 2026-05-26
Score fresh until: 2026-06-25
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 admformer-an-adaptive-decomposition-transformer-with-time-varying-masked-spatial-attention-for-traffic-forecasting | Route /signal-canvas/admformer-an-adaptive-decomposition-transformer-with-time-varying-masked-spatial-attention-for-traffic-forecasting

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/admformer-an-adaptive-decomposition-transformer-with-time-varying-masked-spatial-attention-for-traffic-forecasting

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "admformer-an-adaptive-decomposition-transformer-with-time-varying-masked-spatial-attention-for-traffic-forecasting",
    "query_text": "Summarize ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting",
  "normalized_query": "2605.25543",
  "route": "/signal-canvas/admformer-an-adaptive-decomposition-transformer-with-time-varying-masked-spatial-attention-for-traffic-forecasting",
  "paper_ref": "admformer-an-adaptive-decomposition-transformer-with-time-varying-masked-spatial-attention-for-traffic-forecasting",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting

PDF: https://arxiv.org/pdf/2605.25543v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-27T00:06:44.922Z

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Not build-ready: ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting

/buildability/admformer-an-adaptive-decomposition-transformer-with-time-varying-masked-spatial-attention-for-traffic-forecasting

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Subject: ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting

Verdict

Ignore

ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting

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