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Models/YOLO v8.1m

YOLO v8.1m

Reported on 10 benchmarks across 5 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology8 results

  • 3DonCISOL - Track B - TSR-only
    mAP@0.5:0.95:0.05· 2025-01-26
    61.39
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469
  • 3DonCISOL - Track A - TD-TSR
    mAP@0.5:0.95:0.05· 2025-01-26
    67.22
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469
  • 2D ClassificationonCISOL - Track B - TSR-only
    mAP@0.5:0.95:0.05· 2025-01-26
    61.39
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469
  • 2D ClassificationonCISOL - Track A - TD-TSR
    mAP@0.5:0.95:0.05· 2025-01-26
    67.22
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469
  • 2D Object DetectiononCISOL - Track B - TSR-only
    mAP@0.5:0.95:0.05· 2025-01-26
    61.39
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469
  • 2D Object DetectiononCISOL - Track A - TD-TSR
    mAP@0.5:0.95:0.05· 2025-01-26
    67.22
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469
  • 16konCISOL - Track B - TSR-only
    mAP@0.5:0.95:0.05· 2025-01-26
    61.39
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469
  • 16konCISOL - Track A - TD-TSR
    mAP@0.5:0.95:0.05· 2025-01-26
    67.22
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469

Computer Vision2 results

  • Object DetectiononCISOL - Track B - TSR-only
    mAP@0.5:0.95:0.05· 2025-01-26
    61.39
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469
  • Object DetectiononCISOL - Track A - TD-TSR
    mAP@0.5:0.95:0.05· 2025-01-26
    67.22
    SOTA
    CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction IndustryarXiv:2501.15469