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Models/MViTV2-H (Cascade Mask R-CNN)

MViTV2-H (Cascade Mask R-CNN)

Reported on 10 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.

Methodology8 results

3DonCOCO-O
Average mAP· 2021-12-02
30.9
best: 57.8 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
3DonCOCO-O
Effective Robustness· 2021-12-02
5.62
best: 28.86 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
2D ClassificationonCOCO-O
Average mAP· 2021-12-02
30.9
best: 57.8 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
2D ClassificationonCOCO-O
Effective Robustness· 2021-12-02
5.62
best: 28.86 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
2D Object DetectiononCOCO-O
Average mAP· 2021-12-02
30.9
best: 57.8 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
2D Object DetectiononCOCO-O
Effective Robustness· 2021-12-02
5.62
best: 28.86 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
16konCOCO-O
Average mAP· 2021-12-02
30.9
best: 57.8 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
16konCOCO-O
Effective Robustness· 2021-12-02
5.62
best: 28.86 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526

Computer Vision2 results

Object DetectiononCOCO-O
Average mAP· 2021-12-02
30.9
best: 57.8 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526
Object DetectiononCOCO-O
Effective Robustness· 2021-12-02
5.62
best: 28.86 (EVA)
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection arXiv:2112.01526