Amodal Instance Segmentation on KINS (test)
82.37Amodal APGRASP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GRASPPrior Type=Prototype, Params=112M*, Per-inst.=9.78 ms2026.05 | 82.37 | 55.24 | — | |
| C2F-SegPrior Type=Codebook, Params=325M, Per-inst.=28.93 ms2026.05 | 82.22 | 53.6 | — | |
| AISFormerPrior Type=None2026.05 | 81.53 | 48.54 | — | |
| VRSPPrior Type=Codebook2026.05 | 80.7 | 47.33 | — | |
| PCNet-MPrior Type=None2026.05 | 78.02 | 38.14 | — | |
| APSNet2022.02 | 35.6 | 32.7 | — | |
| E2ECApproach=contour-based, Input resolution=768x24962022.03 | 34 | — | — | |
| ARCNNApproach=mask-based, Input resolution=768x24962022.03 | 32.9 | — | — | |
| ASN2022.02 | 32.2 | 29.7 | — | |
| PANetApproach=mask-based, ASN module integration=true, Input resolution=768x24962022.03 | 32.2 | — | — | |
| Shape Prior2022.02 | 32.1 | 29.8 | — | |
| VRS&SPApproach=mask-based, Input resolution=768x24962022.03 | 32.1 | — | — | |
| VQ-VAE2022.02 | 31.5 | — | — | |
| Deep SnakeApproach=contour-based, Input resolution=768x24962022.03 | 31.3 | — | — | |
| Mask R-CNNApproach=mask-based, ASN module integration=true, Input resolution=768x24962022.03 | 31.1 | — | — | |
| PANetApproach=mask-based, Input resolution=768x24962022.03 | 30.4 | — | — | |
| Mask R-CNNApproach=mask-based, Input resolution=768x24962022.03 | 29.3 | — | — | |
| ORCNN2022.02 | 29 | 26.4 | — | |
| ORCNNApproach=mask-based, Input resolution=768x24962022.03 | 29 | — | — | |
| FCISApproach=mask-based, Input resolution=768x24962022.03 | 23.5 | — | — | |
| MNCApproach=mask-based, Input resolution=768x24962022.03 | 18.5 | — | — | |
| ARCNNVenue=AI'222023.01 | — | — | 32.9 | |
| DeepSnakeVenue=CVPR'202023.01 | — | — | 31.3 | |
| E2ECVenue=CVPR'222023.01 | — | — | 34 | |
| FCISVenue=CVPR'172023.01 | — | — | 23.5 | |
| Mask R-CNNVenue=ICCV'172023.01 | — | — | 30 | |
| Mask R-CNN *Venue=CVPR'19, with ASN=true2023.01 | — | — | 31.1 | |
| MNCVenue=CVPR'162023.01 | — | — | 18.5 | |
| ORCANVenue=WACV'192023.01 | — | — | 29 | |
| PANetVenue=CVPR'182023.01 | — | — | 30.4 | |
| PANet *Venue=CVPR'19, with ASN=true2023.01 | — | — | 32.2 | |
| PolySnakemulti-scale contour refinement module=false2023.01 | — | — | 35 | |
| PolySnakemulti-scale contour refinement module=true2023.01 | — | — | 35.2 | |
| VRS&SPVenue=AAAI'212023.01 | — | — | 32.1 |