Image Segmentation
Image Segmentation is a computer vision task that involves dividing an image into multiple segments or regions, each of which corresponds to a different object or part of an object. The goal of image segmentation is to assign a unique label or category to each pixel in the image, so that pixels with similar attributes are grouped together.
Papers
Showing 1–25 of 5035 papers
All datasetsMSD (Mirror Segmentation Dataset)PMDMAS3KPascal Panoptic PartsRMASPASCAL VOCHuTu 80MARIDACOCO val2017ImageNetMSD HeartOxfordPets
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HIPIE (ViT-H) | mIoUPartS | 63.8 | — | Unverified |
| 2 | PPS | mIoUPartS | 58.6 | — | Unverified |
| 3 | HIPIE (ResNet-50) | mIoUPartS | 57.2 | — | Unverified |
| 4 | JPPF | mIoUPartS | 54.4 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | OneNete,4-C | mIoU | 63.6 | — | Unverified |
| 2 | OneNete,4-S | mAP0.5 | 52.75 | — | Unverified |
| 3 | OneNeted,4 | mIoU | 14.9 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | UNetR | Dice | 0.98 | — | Unverified |
| 2 | PALED | Dice | 0.98 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ResAttUNet | IoU | 0.67 | — | Unverified |
| 2 | UNet | IoU | 0.57 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SynCo (ResNet-50) 200ep | mask AP | 35.4 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MobileOne-S0 | GFLOPs | 0.28 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | OneNete,4 | mIoU | 6.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | OneNete,4-C | Dice Score | 0.97 | — | Unverified |