# Shape reconstruction on ShapeNet 7 selected categories v2 (test) Source: [Shape reconstruction on ShapeNet 7 selected categories v2 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:19.974Z Evaluation of 3D Shape Reconstruction performance on the test split of the ShapeNet dataset, specifically using the 7 selected categories subset from version 2. Metrics include IoU, Chamfer Distance, and F-Score. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Shape reconstruction | | Dataset (including any stated split) | ShapeNet 7 selected categories v2 (test) | | Metric | IoU | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 11 of 11 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [IoU](): Higher is better; unit: SCALAR. - [Chamfer Distance](): Lower is better; unit: SCALAR. - [F-Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | IoU | Result date | Report paper | | --- | --- | --- | --- | | 3DILG | 0.952 | Not recorded | 68fa6da81e209131cea3b30e | | 3DILG | 0.95 | Not recorded | 68fa6da81e209131cea3b30e | | 3DILG | 0.945 | Not recorded | 68fa6da81e209131cea3b30e | | 3DILG | 0.943 | Not recorded | 68fa6da81e209131cea3b30e | | 3DILG | 0.936 | Not recorded | 68fa6da81e209131cea3b30e | | IF-Net | 0.929 | Not recorded | 68fa6da81e209131cea3b30e | | 3DILG | 0.929 | Not recorded | 68fa6da81e209131cea3b30e | | 3DILG | 0.922 | Not recorded | 68fa6da81e209131cea3b30e | | 3DILG | 0.904 | Not recorded | 68fa6da81e209131cea3b30e | | ConvONet | 0.881 | Not recorded | 68fa6da81e209131cea3b30e | | OccNet | 0.822 | Not recorded | 68fa6da81e209131cea3b30e | ### 3DILG IoU: 0.952. Result ID: 698fce743a6c314849fbfefa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"M":512,"vector quantization":false}. This record does not assert independent reproduction. ### 3DILG IoU: 0.95. Result ID: 698fce743a6c314849fbfefb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"M":512,"vector quantization":true}. This record does not assert independent reproduction. ### 3DILG IoU: 0.945. Result ID: 698fce743a6c314849fbfef8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"M":256,"vector quantization":false}. This record does not assert independent reproduction. ### 3DILG IoU: 0.943. Result ID: 698fce743a6c314849fbfef9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"M":256,"vector quantization":true}. This record does not assert independent reproduction. ### 3DILG IoU: 0.936. Result ID: 698fce743a6c314849fbfef6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"M":128,"vector quantization":false}. This record does not assert independent reproduction. ### IF-Net IoU: 0.929. Result ID: 698fce743a6c314849fbfef3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 3DILG IoU: 0.929. Result ID: 698fce743a6c314849fbfef7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"M":128,"vector quantization":true}. This record does not assert independent reproduction. ### 3DILG IoU: 0.922. Result ID: 698fce743a6c314849fbfef4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"M":64,"vector quantization":false}. This record does not assert independent reproduction. ### 3DILG IoU: 0.904. Result ID: 698fce743a6c314849fbfef5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"M":64,"vector quantization":true}. This record does not assert independent reproduction. ### ConvONet IoU: 0.881. Result ID: 698fce743a6c314849fbfef2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OccNet IoU: 0.822. Result ID: 698fce743a6c314849fbfef1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.