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Models/Mask R-CNN (ResNeXt-152-FPN)

Mask R-CNN (ResNeXt-152-FPN)

Reported on 15 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.

Methodology12 results

3DonCOCO minival
AP50· 2018-11-21
67.1
best: 82.1 (EVA)
Rethinking ImageNet Pre-training arXiv:1811.08883
3DonCOCO minival
AP75· 2018-11-21
51.1
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Rethinking ImageNet Pre-training arXiv:1811.08883
3DonCOCO minival
box AP· 2018-11-21
46.4
best: 66 (PE_spatial (DETA))
Rethinking ImageNet Pre-training arXiv:1811.08883
2D ClassificationonCOCO minival
AP50· 2018-11-21
67.1
best: 82.1 (EVA)
Rethinking ImageNet Pre-training arXiv:1811.08883
2D ClassificationonCOCO minival
AP75· 2018-11-21
51.1
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Rethinking ImageNet Pre-training arXiv:1811.08883
2D ClassificationonCOCO minival
box AP· 2018-11-21
46.4
best: 66 (PE_spatial (DETA))
Rethinking ImageNet Pre-training arXiv:1811.08883
2D Object DetectiononCOCO minival
AP50· 2018-11-21
67.1
best: 82.1 (EVA)
Rethinking ImageNet Pre-training arXiv:1811.08883
2D Object DetectiononCOCO minival
AP75· 2018-11-21
51.1
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Rethinking ImageNet Pre-training arXiv:1811.08883
2D Object DetectiononCOCO minival
box AP· 2018-11-21
46.4
best: 66 (PE_spatial (DETA))
Rethinking ImageNet Pre-training arXiv:1811.08883
16konCOCO minival
AP50· 2018-11-21
67.1
best: 82.1 (EVA)
Rethinking ImageNet Pre-training arXiv:1811.08883
16konCOCO minival
AP75· 2018-11-21
51.1
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Rethinking ImageNet Pre-training arXiv:1811.08883
16konCOCO minival
box AP· 2018-11-21
46.4
best: 66 (PE_spatial (DETA))
Rethinking ImageNet Pre-training arXiv:1811.08883

Computer Vision3 results

Object DetectiononCOCO minival
AP50· 2018-11-21
67.1
best: 82.1 (EVA)
Rethinking ImageNet Pre-training arXiv:1811.08883
Object DetectiononCOCO minival
AP75· 2018-11-21
51.1
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Rethinking ImageNet Pre-training arXiv:1811.08883
Object DetectiononCOCO minival
box AP· 2018-11-21
46.4
best: 66 (PE_spatial (DETA))
Rethinking ImageNet Pre-training arXiv:1811.08883