Scene Segmentation
Scene segmentation is the task of splitting a scene into its various object components.
Image adapted from Temporally coherent 4D reconstruction of complex dynamic scenes.
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ICM | Mean IoU | 50.6 | — | Unverified |
| 2 | Index Network | Mean IoU | 33.48 | — | Unverified |
| 3 | DeepLab-LargeFOV | Mean IoU | 32.08 | — | Unverified |
| 4 | SegNet | Mean IoU | 31.84 | — | Unverified |
| 5 | FCN | Mean IoU | 27.39 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | 3DMV | Average Accuracy | 75 | — | Unverified |
| 2 | KPConv | 3DIoU | 68.6 | — | Unverified |
| 3 | PointNet++ | Average Accuracy | 60.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Mask2Anomaly | Open-mIoU | 59.8 | — | Unverified |
| 2 | LDN121-RPL | Open-mIoU | 56.3 | — | Unverified |
| 3 | LDN121-DenseHybrid | Open-mIoU | 45.8 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | NeighborNet | AP | 71.9 | — | Unverified |
| 2 | TranS4mer | AP | 60.78 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | UNetFormer | Category mIoU | 67.8 | — | Unverified |