Polygon Detection on MS COCO (test-dev)
40.8mAPPoly-DETR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Poly-DETRBackbone=Res50, Epoch=36, FPS=32, Params=43.68, FLOPs=2082026.03 | 40.8 | 66.9 | 42.7 | |
| Poly-DETRBackbone=Res50, Epoch=12, FPS=32, Params=43.68, FLOPs=2082026.03 | 38.1 | 62.5 | 39.5 | |
| DANCEBackbone=Res50, Epoch=36, FPS=16, Params=44.60, FLOPs=2742026.03 | 36.8 | 58.5 | 39 | |
| BoundaryFormerBackbone=Res50, Epoch=12, FPS=19, Params=46.32, FLOPs=2292026.03 | 36.4 | 57.2 | 39 | |
| PolarNeXtBackbone=Res50, Epoch=36, FPS=49, Params=32.36, FLOPs=1862026.03 | 36.1 | 59.7 | 37.3 | |
| PolySnakeBackbone=DLA34, Epoch=250, FPS=182026.03 | 34.4 | — | — | |
| E2ECBackbone=DLA34, Epoch=150, FPS=35, Params=29.80, FLOPs=1212026.03 | 33.8 | 52.9 | 32.8 | |
| PolarMaskBackbone=Res50, Epoch=36, FPS=42, Params=34.74, FLOPs=2642026.03 | 31.3 | 52.5 | 32.3 | |
| DeepSnakeBackbone=DLA34, Epoch=160, FPS=242026.03 | 30.3 | — | — | |
| ESE-SegBackbone=Res50, Epoch=300, FPS=382026.03 | 21.6 | 48.7 | 22.4 |