2D Shape Retrieval on Mendeley 2D shape dataset
91mAPXShapeEnc (Mag.)
Evaluation results
| Method | Links | |
|---|---|---|
| XShapeEnc (Mag.)Description=Ours, Encoding length=5122026.04 | 91 | |
| XShapeEnc (FreqProp+Mag.)Description=Ours, Encoding length=5122026.04 | 88 | |
| ShapeEmbedDescription=Training-required, Encoding length=5122026.04 | 73 | |
| CLIPDescription=Pretrained Model, Encoding length=5122026.04 | 57 | |
| ShapeContextsDescription=Training-free, Encoding length=5122026.04 | 55 | |
| XShapeEnc (FreqProp+Comp2Real)Description=Ours, Encoding length=5122026.04 | 53 | |
| ViTDescription=Pretrained Model, Encoding length=5122026.04 | 43 | |
| AngularSweepDescription=Training-free, Encoding length=5122026.04 | 42 | |
| ResNet18Description=Pretrained Model, Encoding length=5122026.04 | 40 | |
| Space2VecDescription=Training-free, Encoding length=5122026.04 | 30 | |
| ShapeDistDescription=Training-free, Encoding length=5122026.04 | 25 | |
| PointSetDescription=Training-free, Encoding length=5122026.04 | 21 |