Referring Image Segmentation on UNC (val)
69.27IoUVCM (trained on coco)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VCM (trained on coco)Architecture=VCM, Training Data=COCO combined2021.05 | 69.27 | — | — | — | — | — | |
| ACM (trained on coco)Architecture=ACM, Training Data=COCO combined2021.05 | 68.97 | — | — | — | — | — | |
| SHNetResolution=448x448, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 65.32 | — | — | — | — | — | |
| SHNetResolution=320x320, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 63.98 | — | — | — | — | — | |
| ACMArchitecture=ACM2021.05 | 62.76 | — | — | — | — | — | |
| EFNDenseCRF=false2021.04 | 62.76 | — | — | — | — | — | |
| BUSNetDenseCRF=false2021.04 | 62.56 | — | — | — | — | — | |
| VCMArchitecture=VCM2021.05 | 62.53 | — | — | — | — | — | |
| TGFEfeature exchange rounds=32021.05 | 62.47 | — | — | — | — | — | |
| LSCMPost-processing=DenseCRF2021.05 | 61.47 | — | — | — | — | — | |
| LSCMDenseCRF=true2021.04 | 61.47 | — | — | — | — | — | |
| CMPCPost-processing=DenseCRF2021.05 | 61.36 | — | — | — | — | — | |
| CMPCSource=CVPR 20202021.05 | 61.36 | — | — | — | — | — | |
| CMPCDenseCRF=true2021.04 | 61.36 | — | — | — | — | — | |
| BRINetPost-processing=DenseCRF2021.05 | 61.35 | — | — | — | — | — | |
| BRINDenseCRF=true2021.04 | 61.35 | — | — | — | — | — | |
| STEP2021.05 | 60.04 | — | — | — | — | — | |
| STEP2021.05 | 60.04 | — | — | — | — | — | |
| STEPDenseCRF=true2021.04 | 60.04 | — | — | — | — | — | |
| CGAN2021.05 | 59.25 | — | — | — | — | — | |
| Ours2021.02 | 58.92 | 69.24 | 62.46 | 53.34 | 37.84 | 11.99 | |
| lang2seg2021.05 | 58.9 | — | — | — | — | — | |
| CAC2021.05 | 58.9 | — | — | — | — | — | |
| CMSA2019.04 | 58.32 | — | — | — | — | — | |
| CMSAPost-processing=DenseCRF2021.05 | 58.32 | — | — | — | — | — | |
| CMSA2021.05 | 58.32 | — | — | — | — | — | |
| CMSADenseCRF=true2021.04 | 58.32 | — | — | — | — | — | |
| CMSA2021.02 | 58.32 | 66.44 | 59.7 | 50.77 | 35.52 | 10.96 | |
| MAttNet2021.05 | 56.51 | — | — | — | — | — | |
| MAttNet2021.05 | 56.51 | — | — | — | — | — | |
| RRN2019.04 | 55.33 | — | — | — | — | — | |
| RRNPost-processing=DenseCRF2021.05 | 55.33 | — | — | — | — | — | |
| RRN2021.05 | 55.33 | — | — | — | — | — | |
| RRNDenseCRF=true2021.04 | 55.33 | — | — | — | — | — | |
| RRN2021.02 | 55.33 | 61.66 | 52.5 | 42.4 | 28.13 | 8.51 | |
| ASGN2021.05 | 50.46 | — | — | — | — | — | |
| DMN2019.04 | 49.78 | — | — | — | — | — | |
| DMN2021.05 | 49.78 | — | — | — | — | — | |
| DMN2021.05 | 49.78 | — | — | — | — | — | |
| DMN2021.02 | 49.78 | — | — | — | — | — | |
| RMI2019.04 | 45.18 | — | — | — | — | — | |
| RMIPost-processing=DenseCRF2021.05 | 45.18 | — | — | — | — | — | |
| RMI2021.05 | 45.18 | — | — | — | — | — | |
| RMI2021.02 | 45.18 | 42.99 | 33.24 | 22.75 | 12.11 | 2.23 |