Referring Image Segmentation on UNC+ (val)
57.48IoUACM (trained on coco)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ACM (trained on coco)Architecture=ACM, Training Data=COCO combined2021.05 | 57.48 | — | — | — | — | — | |
| VCM (trained on coco)Architecture=VCM, Training Data=COCO combined2021.05 | 57.46 | — | — | — | — | — | |
| SHNetResolution=448x448, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 52.75 | — | — | — | — | — | |
| SHNetResolution=320x320, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 51.79 | — | — | — | — | — | |
| ACMArchitecture=ACM2021.05 | 51.5 | — | — | — | — | — | |
| EFNDenseCRF=false2021.04 | 51.5 | — | — | — | — | — | |
| BUSNetDenseCRF=false2021.04 | 50.98 | — | — | — | — | — | |
| TGFEfeature exchange rounds=32021.05 | 50.25 | — | — | — | — | — | |
| VCMArchitecture=VCM2021.05 | 50.24 | — | — | — | — | — | |
| CMPCPost-processing=DenseCRF2021.05 | 49.56 | — | — | — | — | — | |
| CMPCSource=CVPR 20202021.05 | 49.56 | — | — | — | — | — | |
| CMPCDenseCRF=true2021.04 | 49.56 | — | — | — | — | — | |
| LSCMPost-processing=DenseCRF2021.05 | 49.34 | — | — | — | — | — | |
| LSCMDenseCRF=true2021.04 | 49.34 | — | — | — | — | — | |
| BRINetPost-processing=DenseCRF2021.05 | 48.57 | — | — | — | — | — | |
| BRINDenseCRF=true2021.04 | 48.57 | — | — | — | — | — | |
| STEP2021.05 | 48.19 | — | — | — | — | — | |
| STEP2021.05 | 48.19 | — | — | — | — | — | |
| STEPDenseCRF=true2021.04 | 48.19 | — | — | — | — | — | |
| MAttNet2021.05 | 46.67 | — | — | — | — | — | |
| MAttNet2021.05 | 46.67 | — | — | — | — | — | |
| CGAN2021.05 | 46.16 | — | — | — | — | — | |
| OursSet=val2021.02 | 43.87 | 45.48 | 38.44 | 30.08 | 19.77 | 5.63 | |
| CMSA2019.04 | 43.76 | — | — | — | — | — | |
| CMSAPost-processing=DenseCRF2021.05 | 43.76 | — | — | — | — | — | |
| CMSA2021.05 | 43.76 | — | — | — | — | — | |
| CMSADenseCRF=true2021.04 | 43.76 | — | — | — | — | — | |
| CMSASet=val2021.02 | 43.76 | 44.63 | 37.86 | 29.86 | 20.1 | 5.33 | |
| RRN2019.04 | 39.75 | — | — | — | — | — | |
| RRNPost-processing=DenseCRF2021.05 | 39.75 | — | — | — | — | — | |
| RRN2021.05 | 39.75 | — | — | — | — | — | |
| RRNDenseCRF=true2021.04 | 39.75 | — | — | — | — | — | |
| RRNSet=val2021.02 | 39.75 | 37.32 | 28.96 | 20.31 | 11.33 | 2.66 | |
| DMN2019.04 | 38.88 | — | — | — | — | — | |
| DMN2021.05 | 38.88 | — | — | — | — | — | |
| DMN2021.05 | 38.88 | — | — | — | — | — | |
| DMNSet=val2021.02 | 38.88 | — | — | — | — | — | |
| ASGN2021.05 | 38.41 | — | — | — | — | — | |
| RMI2019.04 | 29.86 | — | — | — | — | — | |
| RMIPost-processing=DenseCRF2021.05 | 29.86 | — | — | — | — | — | |
| RMI2021.05 | 29.86 | — | — | — | — | — | |
| RMISet=val2021.02 | 29.86 | 20.52 | 14.02 | 8.46 | 3.77 | 0.62 |