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Models/ORE

ORE

Reported on 65 benchmarks across 5 tasks · 1 paper · 60 SOTA

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

Methodology52 results

  • 3DonCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
    MAP· 2021-03-03
    26.66
    best: 31.66 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonCOCO 2017 (Sports, Food)
    A-OSE· 2021-03-03
    6634
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonCOCO 2017 (Sports, Food)
    MAP· 2021-03-03
    29.32
    best: 36.75 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonCOCO 2017 (Sports, Food)
    Unknown Recall· 2021-03-03
    14.79
    best: 50.89 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonCOCO 2017 (Sports, Food)
    WI· 2021-03-03
    0.0081
    best: 0.0179 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    A-OSE· 2021-03-03
    7772
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    MAP· 2021-03-03
    38.98
    best: 46.19 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    Unknown Recall· 2021-03-03
    11.32
    best: 49.54 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    WI· 2021-03-03
    0.0154
    best: 0.0251 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonPASCAL VOC 2007
    A-OSE· 2021-03-03
    8234
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonPASCAL VOC 2007
    Unknown Recall· 2021-03-03
    14.4
    best: 50.13 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonPASCAL VOC 2007
    WI· 2021-03-03
    0.02193
    best: 0.0474 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
    MAP· 2021-03-03
    26.66
    best: 31.66 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonCOCO 2017 (Sports, Food)
    A-OSE· 2021-03-03
    6634
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonCOCO 2017 (Sports, Food)
    MAP· 2021-03-03
    29.32
    best: 36.75 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonCOCO 2017 (Sports, Food)
    Unknown Recall· 2021-03-03
    14.79
    best: 50.89 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonCOCO 2017 (Sports, Food)
    WI· 2021-03-03
    0.0081
    best: 0.0179 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    A-OSE· 2021-03-03
    7772
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    MAP· 2021-03-03
    38.98
    best: 46.19 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    Unknown Recall· 2021-03-03
    11.32
    best: 49.54 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    WI· 2021-03-03
    0.0154
    best: 0.0251 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonPASCAL VOC 2007
    A-OSE· 2021-03-03
    8234
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonPASCAL VOC 2007
    Unknown Recall· 2021-03-03
    14.4
    best: 50.13 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonPASCAL VOC 2007
    WI· 2021-03-03
    0.02193
    best: 0.0474 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
    MAP· 2021-03-03
    26.66
    best: 31.66 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononCOCO 2017 (Sports, Food)
    A-OSE· 2021-03-03
    6634
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononCOCO 2017 (Sports, Food)
    MAP· 2021-03-03
    29.32
    best: 36.75 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononCOCO 2017 (Sports, Food)
    Unknown Recall· 2021-03-03
    14.79
    best: 50.89 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononCOCO 2017 (Sports, Food)
    WI· 2021-03-03
    0.0081
    best: 0.0179 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    A-OSE· 2021-03-03
    7772
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    MAP· 2021-03-03
    38.98
    best: 46.19 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    Unknown Recall· 2021-03-03
    11.32
    best: 49.54 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    WI· 2021-03-03
    0.0154
    best: 0.0251 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononPASCAL VOC 2007
    A-OSE· 2021-03-03
    8234
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononPASCAL VOC 2007
    Unknown Recall· 2021-03-03
    14.4
    best: 50.13 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononPASCAL VOC 2007
    WI· 2021-03-03
    0.02193
    best: 0.0474 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
    MAP· 2021-03-03
    26.66
    best: 31.66 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konCOCO 2017 (Sports, Food)
    A-OSE· 2021-03-03
    6634
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konCOCO 2017 (Sports, Food)
    MAP· 2021-03-03
    29.32
    best: 36.75 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konCOCO 2017 (Sports, Food)
    Unknown Recall· 2021-03-03
    14.79
    best: 50.89 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konCOCO 2017 (Sports, Food)
    WI· 2021-03-03
    0.0081
    best: 0.0179 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    A-OSE· 2021-03-03
    7772
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    MAP· 2021-03-03
    38.98
    best: 46.19 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    Unknown Recall· 2021-03-03
    11.32
    best: 49.54 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    WI· 2021-03-03
    0.0154
    best: 0.0251 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konPASCAL VOC 2007
    A-OSE· 2021-03-03
    8234
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konPASCAL VOC 2007
    Unknown Recall· 2021-03-03
    14.4
    best: 50.13 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konPASCAL VOC 2007
    WI· 2021-03-03
    0.02193
    best: 0.0474 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • 3DonPASCAL VOC 2007
    MAP· 2021-03-03
    56.34
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D ClassificationonPASCAL VOC 2007
    MAP· 2021-03-03
    56.34
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    Towards Open World Object DetectionarXiv:2103.02603
  • 2D Object DetectiononPASCAL VOC 2007
    MAP· 2021-03-03
    56.34
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    Towards Open World Object DetectionarXiv:2103.02603
  • 16konPASCAL VOC 2007
    MAP· 2021-03-03
    56.34
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    Towards Open World Object DetectionarXiv:2103.02603

Computer Vision13 results

  • Object DetectiononCOCO 2017 (Electronic, Indoor, Kitchen, Furniture)
    MAP· 2021-03-03
    26.66
    best: 31.66 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononCOCO 2017 (Sports, Food)
    A-OSE· 2021-03-03
    6634
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononCOCO 2017 (Sports, Food)
    MAP· 2021-03-03
    29.32
    best: 36.75 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononCOCO 2017 (Sports, Food)
    Unknown Recall· 2021-03-03
    14.79
    best: 50.89 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononCOCO 2017 (Sports, Food)
    WI· 2021-03-03
    0.0081
    best: 0.0179 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    A-OSE· 2021-03-03
    7772
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    MAP· 2021-03-03
    38.98
    best: 46.19 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    Unknown Recall· 2021-03-03
    11.32
    best: 49.54 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononCOCO 2017 (Outdoor, Accessories, Appliance, Truck)
    WI· 2021-03-03
    0.0154
    best: 0.0251 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononPASCAL VOC 2007
    A-OSE· 2021-03-03
    8234
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononPASCAL VOC 2007
    Unknown Recall· 2021-03-03
    14.4
    best: 50.13 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononPASCAL VOC 2007
    WI· 2021-03-03
    0.02193
    best: 0.0474 (ORE (MDef-DETR))
    SOTA
    Towards Open World Object DetectionarXiv:2103.02603
  • Object DetectiononPASCAL VOC 2007
    MAP· 2021-03-03
    56.34
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    Towards Open World Object DetectionarXiv:2103.02603