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Models/Faster R-CNN (ideal number of groups)

Faster R-CNN (ideal number of groups)

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 2017
AP· 2023-02-07
40.7
best: 53.4 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
3DonCOCO 2017
AP50· 2023-02-07
61.2
best: 72.9 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
3DonCOCO 2017
AP75· 2023-02-07
44.6
best: 58.1 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
2D ClassificationonCOCO 2017
AP· 2023-02-07
40.7
best: 53.4 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
2D ClassificationonCOCO 2017
AP50· 2023-02-07
61.2
best: 72.9 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
2D ClassificationonCOCO 2017
AP75· 2023-02-07
44.6
best: 58.1 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
2D Object DetectiononCOCO 2017
AP· 2023-02-07
40.7
best: 53.4 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
2D Object DetectiononCOCO 2017
AP50· 2023-02-07
61.2
best: 72.9 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
2D Object DetectiononCOCO 2017
AP75· 2023-02-07
44.6
best: 58.1 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
16konCOCO 2017
AP· 2023-02-07
40.7
best: 53.4 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
16konCOCO 2017
AP50· 2023-02-07
61.2
best: 72.9 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
16konCOCO 2017
AP75· 2023-02-07
44.6
best: 58.1 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193

Computer Vision3 results

Object DetectiononCOCO 2017
AP· 2023-02-07
40.7
best: 53.4 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
Object DetectiononCOCO 2017
AP50· 2023-02-07
61.2
best: 72.9 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
Object DetectiononCOCO 2017
AP75· 2023-02-07
44.6
best: 58.1 (MaxViT-B)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193