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Models/Sparse R-CNN (PVTv2-B2)

Sparse R-CNN (PVTv2-B2)

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· 2021-06-25
69.5
best: 82.1 (EVA)
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
3DonCOCO minival
AP75· 2021-06-25
54.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
3DonCOCO minival
box AP· 2021-06-25
50.1
best: 66 (PE_spatial (DETA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
2D ClassificationonCOCO minival
AP50· 2021-06-25
69.5
best: 82.1 (EVA)
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
2D ClassificationonCOCO minival
AP75· 2021-06-25
54.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
2D ClassificationonCOCO minival
box AP· 2021-06-25
50.1
best: 66 (PE_spatial (DETA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
2D Object DetectiononCOCO minival
AP50· 2021-06-25
69.5
best: 82.1 (EVA)
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
2D Object DetectiononCOCO minival
AP75· 2021-06-25
54.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
2D Object DetectiononCOCO minival
box AP· 2021-06-25
50.1
best: 66 (PE_spatial (DETA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
16konCOCO minival
AP50· 2021-06-25
69.5
best: 82.1 (EVA)
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
16konCOCO minival
AP75· 2021-06-25
54.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
16konCOCO minival
box AP· 2021-06-25
50.1
best: 66 (PE_spatial (DETA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797

Computer Vision3 results

Object DetectiononCOCO minival
AP50· 2021-06-25
69.5
best: 82.1 (EVA)
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
Object DetectiononCOCO minival
AP75· 2021-06-25
54.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797
Object DetectiononCOCO minival
box AP· 2021-06-25
50.1
best: 66 (PE_spatial (DETA))
PVT v2: Improved Baselines with Pyramid Vision Transformer arXiv:2106.13797