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Models/MaxViT-S

MaxViT-S

Reported on 30 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.

Methodology24 results

3DonCOCO 2017
AP· 2022-04-04
53.1
best: 53.4 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
3DonCOCO 2017
AP50· 2022-04-04
72.5
best: 72.9 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
3DonCOCO 2017
AP75· 2022-04-04
58.1
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
3DonCOCO 2017
APM· 2022-04-04
45.4
best: 45.7 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
3DonCOCO 2017
APM50· 2022-04-04
69.8
best: 70.3 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
3DonCOCO 2017
APM75· 2022-04-04
49.5
best: 50 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D ClassificationonCOCO 2017
AP· 2022-04-04
53.1
best: 53.4 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D ClassificationonCOCO 2017
AP50· 2022-04-04
72.5
best: 72.9 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D ClassificationonCOCO 2017
AP75· 2022-04-04
58.1
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D ClassificationonCOCO 2017
APM· 2022-04-04
45.4
best: 45.7 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D ClassificationonCOCO 2017
APM50· 2022-04-04
69.8
best: 70.3 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D ClassificationonCOCO 2017
APM75· 2022-04-04
49.5
best: 50 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D Object DetectiononCOCO 2017
AP· 2022-04-04
53.1
best: 53.4 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D Object DetectiononCOCO 2017
AP50· 2022-04-04
72.5
best: 72.9 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D Object DetectiononCOCO 2017
AP75· 2022-04-04
58.1
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D Object DetectiononCOCO 2017
APM· 2022-04-04
45.4
best: 45.7 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D Object DetectiononCOCO 2017
APM50· 2022-04-04
69.8
best: 70.3 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
2D Object DetectiononCOCO 2017
APM75· 2022-04-04
49.5
best: 50 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
16konCOCO 2017
AP· 2022-04-04
53.1
best: 53.4 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
16konCOCO 2017
AP50· 2022-04-04
72.5
best: 72.9 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
16konCOCO 2017
AP75· 2022-04-04
58.1
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
16konCOCO 2017
APM· 2022-04-04
45.4
best: 45.7 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
16konCOCO 2017
APM50· 2022-04-04
69.8
best: 70.3 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
16konCOCO 2017
APM75· 2022-04-04
49.5
best: 50 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697

Computer Vision6 results

Object DetectiononCOCO 2017
AP· 2022-04-04
53.1
best: 53.4 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
Object DetectiononCOCO 2017
AP50· 2022-04-04
72.5
best: 72.9 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
Object DetectiononCOCO 2017
AP75· 2022-04-04
58.1
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
Object DetectiononCOCO 2017
APM· 2022-04-04
45.4
best: 45.7 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
Object DetectiononCOCO 2017
APM50· 2022-04-04
69.8
best: 70.3 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697
Object DetectiononCOCO 2017
APM75· 2022-04-04
49.5
best: 50 (MaxViT-B)
MaxViT: Multi-Axis Vision Transformer arXiv:2204.01697