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Models/Faster R-CNN (LIP-ResNet-101)

Faster R-CNN (LIP-ResNet-101)

Reported on 25 benchmarks across 5 tasks · 1 paper

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

Methodology20 results

  • 3DonCOCO minival
    AP50· 2019-08-12
    63.6
    best: 82.1 (EVA)
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 3DonCOCO minival
    AP75· 2019-08-12
    45.6
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 3DonCOCO minival
    APM· 2019-08-12
    45.8
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 3DonCOCO minival
    APS· 2019-08-12
    25.2
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 3DonCOCO minival
    box AP· 2019-08-12
    41.7
    best: 66 (PE_spatial (DETA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D ClassificationonCOCO minival
    AP50· 2019-08-12
    63.6
    best: 82.1 (EVA)
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D ClassificationonCOCO minival
    AP75· 2019-08-12
    45.6
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D ClassificationonCOCO minival
    APM· 2019-08-12
    45.8
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D ClassificationonCOCO minival
    APS· 2019-08-12
    25.2
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D ClassificationonCOCO minival
    box AP· 2019-08-12
    41.7
    best: 66 (PE_spatial (DETA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D Object DetectiononCOCO minival
    AP50· 2019-08-12
    63.6
    best: 82.1 (EVA)
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D Object DetectiononCOCO minival
    AP75· 2019-08-12
    45.6
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D Object DetectiononCOCO minival
    APM· 2019-08-12
    45.8
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D Object DetectiononCOCO minival
    APS· 2019-08-12
    25.2
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 2D Object DetectiononCOCO minival
    box AP· 2019-08-12
    41.7
    best: 66 (PE_spatial (DETA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 16konCOCO minival
    AP50· 2019-08-12
    63.6
    best: 82.1 (EVA)
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 16konCOCO minival
    AP75· 2019-08-12
    45.6
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 16konCOCO minival
    APM· 2019-08-12
    45.8
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 16konCOCO minival
    APS· 2019-08-12
    25.2
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • 16konCOCO minival
    box AP· 2019-08-12
    41.7
    best: 66 (PE_spatial (DETA))
    LIP: Local Importance-based PoolingarXiv:1908.04156

Computer Vision5 results

  • Object DetectiononCOCO minival
    AP50· 2019-08-12
    63.6
    best: 82.1 (EVA)
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • Object DetectiononCOCO minival
    AP75· 2019-08-12
    45.6
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • Object DetectiononCOCO minival
    APM· 2019-08-12
    45.8
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • Object DetectiononCOCO minival
    APS· 2019-08-12
    25.2
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    LIP: Local Importance-based PoolingarXiv:1908.04156
  • Object DetectiononCOCO minival
    box AP· 2019-08-12
    41.7
    best: 66 (PE_spatial (DETA))
    LIP: Local Importance-based PoolingarXiv:1908.04156