2D shape retrieval on MPEG-7 CE-Shape-1 Part B
64mAPCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| CLIPDescription=Pretrained Model, Encoding length=5122026.04 | 64 | |
| XShapeEnc (Mag.)Description=Ours, Encoding length=5122026.04 | 59 | |
| XShapeEnc (FreqProp+Mag.)Description=Ours, Encoding length=5122026.04 | 58 | |
| ViTDescription=Pretrained Model, Encoding length=5122026.04 | 57 | |
| ResNet18Description=Pretrained Model, Encoding length=5122026.04 | 56 | |
| XShapeEnc (FreqProp+Comp2Real)Description=Ours, Encoding length=5122026.04 | 54 | |
| Space2VecDescription=Training-free, Encoding length=5122026.04 | 47 | |
| ShapeContextsDescription=Training-free, Encoding length=5122026.04 | 45 | |
| ShapeEmbedDescription=Training-required, Encoding length=5122026.04 | 41 | |
| AngularSweepDescription=Training-free, Encoding length=5122026.04 | 26 | |
| ShapeDistDescription=Training-free, Encoding length=5122026.04 | 11 | |
| PointSetDescription=Training-free, Encoding length=5122026.04 | 10 |