logbook.json

{
  "schema_version": 1,
  "title": "Repro - Mantis: Lightweight Foundation Model for Time Series Classification",
  "emoji": "🦗",
  "space_id": "ancs21/repro-mantis",
  "paper": {
    "arxiv_id": "2502.15637"
  },
  "tags": [
    "icml2026-repro",
    "paper-gbJMAjXLZ4"
  ],
  "updated_at": "2026-07-17T07:12:33+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Mantis: Lightweight Foundation Model for Time Series Classification",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-8m-param-vit-contrastive-pretraining",
        "title": "Claim 1: 8M-param ViT, contrastive pretraining",
        "file": "pages/claim-1-8m-param-vit-contrastive-pretraining/page.md",
        "children": []
      },
      {
        "slug": "claim-2-zero-shot-mantis-vs-moment-nutime",
        "title": "Claim 2: Zero-shot Mantis vs MOMENT / NuTime",
        "file": "pages/claim-2-zero-shot-mantis-vs-moment-nutime/page.md",
        "children": []
      },
      {
        "slug": "claim-3-fine-tuning-partial",
        "title": "Claim 3: Fine-tuning (partial)",
        "file": "pages/claim-3-fine-tuning-partial/page.md",
        "children": []
      },
      {
        "slug": "claim-4-first-order-differential-features",
        "title": "Claim 4: First-order differential features",
        "file": "pages/claim-4-first-order-differential-features/page.md",
        "children": []
      },
      {
        "slug": "claim-5-calibration-ece",
        "title": "Claim 5: Calibration (ECE)",
        "file": "pages/claim-5-calibration-ece/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "mantis-repro",
        "title": "mantis-repro",
        "file": "pages/mantis-repro/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 8672,
  "revision": "1784272353543070000"
}