Grid R-CNN (ResNet-50-FPN)

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 minival
AP50· 2018-11-29
58.3
best: 82.1 (EVA)
Grid R-CNN arXiv:1811.12030
3DonCOCO minival
AP75· 2018-11-29
42.4
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
3DonCOCO minival
APL· 2018-11-29
51.5
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
3DonCOCO minival
APM· 2018-11-29
43.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
3DonCOCO minival
APS· 2018-11-29
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
3DonCOCO minival
box AP· 2018-11-29
39.6
best: 66 (PE_spatial (DETA))
Grid R-CNN arXiv:1811.12030
2D ClassificationonCOCO minival
AP50· 2018-11-29
58.3
best: 82.1 (EVA)
Grid R-CNN arXiv:1811.12030
2D ClassificationonCOCO minival
AP75· 2018-11-29
42.4
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
2D ClassificationonCOCO minival
APL· 2018-11-29
51.5
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
2D ClassificationonCOCO minival
APM· 2018-11-29
43.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
2D ClassificationonCOCO minival
APS· 2018-11-29
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
2D ClassificationonCOCO minival
box AP· 2018-11-29
39.6
best: 66 (PE_spatial (DETA))
Grid R-CNN arXiv:1811.12030
2D Object DetectiononCOCO minival
AP50· 2018-11-29
58.3
best: 82.1 (EVA)
Grid R-CNN arXiv:1811.12030
2D Object DetectiononCOCO minival
AP75· 2018-11-29
42.4
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
2D Object DetectiononCOCO minival
APL· 2018-11-29
51.5
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
2D Object DetectiononCOCO minival
APM· 2018-11-29
43.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
2D Object DetectiononCOCO minival
APS· 2018-11-29
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
2D Object DetectiononCOCO minival
box AP· 2018-11-29
39.6
best: 66 (PE_spatial (DETA))
Grid R-CNN arXiv:1811.12030
16konCOCO minival
AP50· 2018-11-29
58.3
best: 82.1 (EVA)
Grid R-CNN arXiv:1811.12030
16konCOCO minival
AP75· 2018-11-29
42.4
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
16konCOCO minival
APL· 2018-11-29
51.5
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
16konCOCO minival
APM· 2018-11-29
43.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
16konCOCO minival
APS· 2018-11-29
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
16konCOCO minival
box AP· 2018-11-29
39.6
best: 66 (PE_spatial (DETA))
Grid R-CNN arXiv:1811.12030

Computer Vision6 results

Object DetectiononCOCO minival
AP50· 2018-11-29
58.3
best: 82.1 (EVA)
Grid R-CNN arXiv:1811.12030
Object DetectiononCOCO minival
AP75· 2018-11-29
42.4
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
Object DetectiononCOCO minival
APL· 2018-11-29
51.5
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
Object DetectiononCOCO minival
APM· 2018-11-29
43.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
Object DetectiononCOCO minival
APS· 2018-11-29
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Grid R-CNN arXiv:1811.12030
Object DetectiononCOCO minival
box AP· 2018-11-29
39.6
best: 66 (PE_spatial (DETA))
Grid R-CNN arXiv:1811.12030