X3D is a dataset containing 15 scenes and covering 4 applications for X-ray 3D reconstruction. More specifically, the X3D dataset includes the scenes of
(1) medicine: jaw, leg, chest, foot, abdomen, aneurism, pelvis, pancreas, head
(2) biology: carp, bonsai
(3) security: box, backpack
(4) industry: engine, teapot
Two main tasks can be evaluated, i.e.,
(1) Novel View Synthesis
(2) CT Reconstruction
Variants: X3D
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Novel View Synthesis | SAX-NeRF | Structure-Aware Sparse-View X-ray 3D Reconstruction | 2023-11-18 |
| Novel View Synthesis | NAF | NAF: Neural Attenuation Fields for … | 2022-09-29 |
| Novel View Synthesis | TensoRF | TensoRF: Tensorial Radiance Fields | 2022-03-17 |
| Novel View Synthesis | NeAT | NEAT: Neural Attention Fields for … | 2021-09-09 |
| Novel View Synthesis | NeRF | NeRF: Representing Scenes as Neural … | 2020-03-19 |
Recent papers with results on this dataset: