Referring Image Segmentation on UNC+ (testA)
61.75mIoUVCM (trained on coco)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VCM (trained on coco)Architecture=VCM, Training Data=COCO combined2021.05 | 61.75 | — | — | — | — | — | |
| ACM (trained on coco)Architecture=ACM, Training Data=COCO combined2021.05 | 61.35 | — | — | — | — | — | |
| SHNetResolution=448x448, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 58.46 | — | — | — | — | — | |
| SHNetResolution=320x320, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 56.49 | — | — | — | — | — | |
| BUSNetDenseCRF=false2021.04 | 56.14 | — | — | — | — | — | |
| ACMArchitecture=ACM2021.05 | 55.24 | — | — | — | — | — | |
| EFNDenseCRF=false2021.04 | 55.24 | — | — | — | — | — | |
| VCMArchitecture=VCM2021.05 | 55.04 | — | — | — | — | — | |
| TGFEfeature exchange rounds=32021.05 | 54.04 | — | — | — | — | — | |
| CMPCPost-processing=DenseCRF2021.05 | 53.44 | — | — | — | — | — | |
| CMPCSource=CVPR 20202021.05 | 53.44 | — | — | — | — | — | |
| CMPCDenseCRF=true2021.04 | 53.44 | — | — | — | — | — | |
| LSCMPost-processing=DenseCRF2021.05 | 53.12 | — | — | — | — | — | |
| LSCMDenseCRF=true2021.04 | 53.12 | — | — | — | — | — | |
| BRINetPost-processing=DenseCRF2021.05 | 52.87 | — | — | — | — | — | |
| BRINDenseCRF=true2021.04 | 52.87 | — | — | — | — | — | |
| MAttNet2021.05 | 52.39 | — | — | — | — | — | |
| MAttNet2021.05 | 52.39 | — | — | — | — | — | |
| STEP2021.05 | 52.33 | — | — | — | — | — | |
| STEP2021.05 | 52.33 | — | — | — | — | — | |
| STEPDenseCRF=true2021.04 | 52.33 | — | — | — | — | — | |
| CGAN2021.05 | 51.37 | — | — | — | — | — | |
| OursSet=testA2021.02 | 47.79 | 51.41 | 43.19 | 34.4 | 23.65 | 6.08 | |
| CMSA2019.04 | 47.6 | — | — | — | — | — | |
| CMSAPost-processing=DenseCRF2021.05 | 47.6 | — | — | — | — | — | |
| CMSA2021.05 | 47.6 | — | — | — | — | — | |
| CMSADenseCRF=true2021.04 | 47.6 | — | — | — | — | — | |
| CMSASet=testA2021.02 | 47.6 | 51.19 | 43.42 | 34.25 | 22.41 | 5.82 | |
| DMN2019.04 | 44.22 | — | — | — | — | — | |
| DMN2021.05 | 44.22 | — | — | — | — | — | |
| DMN2021.05 | 44.22 | — | — | — | — | — | |
| DMNSet=testA2021.02 | 44.22 | — | — | — | — | — | |
| RRN2019.04 | 42.15 | — | — | — | — | — | |
| RRNPost-processing=DenseCRF2021.05 | 42.15 | — | — | — | — | — | |
| RRN2021.05 | 42.15 | — | — | — | — | — | |
| RRNDenseCRF=true2021.04 | 42.15 | — | — | — | — | — | |
| RRNSet=testA2021.02 | 42.15 | 40.8 | 31.66 | 22.74 | 12.78 | 2.78 | |
| ASGN2021.05 | 39.79 | — | — | — | — | — | |
| RMI2019.04 | 30.48 | — | — | — | — | — | |
| RMIPost-processing=DenseCRF2021.05 | 30.48 | — | — | — | — | — | |
| RMI2021.05 | 30.48 | — | — | — | — | — | |
| RMISet=testA2021.02 | 30.48 | 21.22 | 14.43 | 8.99 | 3.91 | 0.49 |