Semantic Segmentation on OmniSYNTHIA
73.2mAccTangent Images
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Tangent ImagesResolution Level (s)=8, Fine-tuning Status=FT-10 (10 epochs of fine-tuning)2019.12 | 73.2 | 55.7 | |
| Tangent ImagesResolution Level (s)=8, Fine-tuning Status=no-FT (no fine-tuning on spherical data)2019.12 | 70.8 | 54.9 | |
| Tangent ImagesResolution Level (s)=7, Fine-tuning Status=FT-10 (10 epochs of fine-tuning)2019.12 | 65.3 | 50.2 | |
| Tangent ImagesResolution Level (s)=7, Fine-tuning Status=no-FT (no fine-tuning on spherical data)2019.12 | 60.2 | 44.9 | |
| Tangent ImagesResolution Level (s)=6, Fine-tuning Status=FT-10 (10 epochs of fine-tuning)2019.12 | 59.4 | 46.1 | |
| Zhang et al.Resolution Level (s)=7, Fine-tuning Status=native (trained and evaluated on spherical data)2019.12 | 57.1 | 48.3 | |
| Tangent ImagesResolution Level (s)=6, Fine-tuning Status=no-FT (no fine-tuning on spherical data)2019.12 | 55.2 | 43.2 | |
| Zhang et al.Resolution Level (s)=8, Fine-tuning Status=native (trained and evaluated on spherical data)2019.12 | 55.1 | 47.1 | |
| Zhang et al.Resolution Level (s)=8, Fine-tuning Status=FT-10 (10 epochs of fine-tuning)2019.12 | 52.8 | 45.3 | |
| Zhang et al.Resolution Level (s)=6, Fine-tuning Status=native (trained and evaluated on spherical data)2019.12 | 52.2 | 43.6 | |
| Zhang et al.Resolution Level (s)=7, Fine-tuning Status=FT-10 (10 epochs of fine-tuning)2019.12 | 47.2 | 38 | |
| Zhang et al.Resolution Level (s)=6, Fine-tuning Status=FT-10 (10 epochs of fine-tuning)2019.12 | 44.8 | 36.7 |