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Models/OFA-DOD-base

OFA-DOD-base

Reported on 15 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology12 results

  • 3DonDescription Detection Dataset
    Intra-scenario PRES mAP· 2023-07-24
    23.7
    SOTA
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 2D ClassificationonDescription Detection Dataset
    Intra-scenario PRES mAP· 2023-07-24
    23.7
    SOTA
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 2D Object DetectiononDescription Detection Dataset
    Intra-scenario PRES mAP· 2023-07-24
    23.7
    SOTA
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 16konDescription Detection Dataset
    Intra-scenario PRES mAP· 2023-07-24
    23.7
    SOTA
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 3DonDescription Detection Dataset
    Intra-scenario ABS mAP· 2023-07-24
    15.4
    best: 26 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 3DonDescription Detection Dataset
    Intra-scenario FULL mAP· 2023-07-24
    21.6
    best: 22.9 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 2D ClassificationonDescription Detection Dataset
    Intra-scenario ABS mAP· 2023-07-24
    15.4
    best: 26 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 2D ClassificationonDescription Detection Dataset
    Intra-scenario FULL mAP· 2023-07-24
    21.6
    best: 22.9 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 2D Object DetectiononDescription Detection Dataset
    Intra-scenario ABS mAP· 2023-07-24
    15.4
    best: 26 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 2D Object DetectiononDescription Detection Dataset
    Intra-scenario FULL mAP· 2023-07-24
    21.6
    best: 22.9 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 16konDescription Detection Dataset
    Intra-scenario ABS mAP· 2023-07-24
    15.4
    best: 26 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • 16konDescription Detection Dataset
    Intra-scenario FULL mAP· 2023-07-24
    21.6
    best: 22.9 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813

Computer Vision3 results

  • Object DetectiononDescription Detection Dataset
    Intra-scenario PRES mAP· 2023-07-24
    23.7
    SOTA
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • Object DetectiononDescription Detection Dataset
    Intra-scenario ABS mAP· 2023-07-24
    15.4
    best: 26 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813
  • Object DetectiononDescription Detection Dataset
    Intra-scenario FULL mAP· 2023-07-24
    21.6
    best: 22.9 (MM-Grounding-DINO)
    Described Object Detection: Liberating Object Detection with Flexible ExpressionsarXiv:2307.12813