Referring Image Segmentation on UNC (testB)
66.95IoUACM (trained on coco)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ACM (trained on coco)Architecture=ACM, Training Data=COCO combined2021.05 | 66.95 | — | — | — | — | — | |
| VCM (trained on coco)Architecture=VCM, Training Data=COCO combined2021.05 | 66.36 | — | — | — | — | — | |
| SHNetResolution=448x448, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 62.04 | — | — | — | — | — | |
| TGFEfeature exchange rounds=32021.05 | 60.82 | — | — | — | — | — | |
| SHNetResolution=320x320, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 60.48 | — | — | — | — | — | |
| BUSNetDenseCRF=false2021.04 | 60.38 | — | — | — | — | — | |
| ACMArchitecture=ACM2021.05 | 59.67 | — | — | — | — | — | |
| EFNDenseCRF=false2021.04 | 59.67 | — | — | — | — | — | |
| CMPCPost-processing=DenseCRF2021.05 | 59.64 | — | — | — | — | — | |
| CMPCSource=CVPR 20202021.05 | 59.64 | — | — | — | — | — | |
| CMPCDenseCRF=true2021.04 | 59.64 | — | — | — | — | — | |
| BRINetPost-processing=DenseCRF2021.05 | 59.57 | — | — | — | — | — | |
| BRINDenseCRF=true2021.04 | 59.57 | — | — | — | — | — | |
| LSCMPost-processing=DenseCRF2021.05 | 59.55 | — | — | — | — | — | |
| LSCMDenseCRF=true2021.04 | 59.55 | — | — | — | — | — | |
| VCMArchitecture=VCM2021.05 | 59.19 | — | — | — | — | — | |
| STEP2021.05 | 57.97 | — | — | — | — | — | |
| STEP2021.05 | 57.97 | — | — | — | — | — | |
| STEPDenseCRF=true2021.04 | 57.97 | — | — | — | — | — | |
| Ours2021.02 | 56.03 | 64.55 | 56.62 | 47.11 | 34.41 | 12.78 | |
| CMSA2019.04 | 55.09 | — | — | — | — | — | |
| CMSAPost-processing=DenseCRF2021.05 | 55.09 | — | — | — | — | — | |
| CMSA2021.05 | 55.09 | — | — | — | — | — | |
| CMSADenseCRF=true2021.04 | 55.09 | — | — | — | — | — | |
| CMSA2021.02 | 55.09 | 61.32 | 53.84 | 44.69 | 32.78 | 12.58 | |
| RRNPost-processing=DenseCRF2021.05 | 53.95 | — | — | — | — | — | |
| RRN2021.05 | 53.95 | — | — | — | — | — | |
| RRNDenseCRF=true2021.04 | 53.95 | — | — | — | — | — | |
| RRN2021.02 | 53.95 | 59.35 | 50.32 | 39.82 | 27.3 | 10.05 | |
| CGAN2021.05 | 53.94 | — | — | — | — | — | |
| RRN2019.04 | 53.93 | — | — | — | — | — | |
| lang2seg2021.05 | 53.81 | — | — | — | — | — | |
| CAC2021.05 | 53.81 | — | — | — | — | — | |
| MAttNet2021.05 | 51.7 | — | — | — | — | — | |
| MAttNet2021.05 | 51.7 | — | — | — | — | — | |
| ASGN2021.05 | 49.27 | — | — | — | — | — | |
| RMI2019.04 | 45.57 | — | — | — | — | — | |
| RMIPost-processing=DenseCRF2021.05 | 45.57 | — | — | — | — | — | |
| RMI2021.05 | 45.57 | — | — | — | — | — | |
| RMI2021.02 | 45.57 | 44.99 | 34.21 | 22.69 | 11.84 | 2.65 | |
| DMN2019.04 | 45.13 | — | — | — | — | — | |
| DMN2021.05 | 45.13 | — | — | — | — | — | |
| DMN2021.05 | 45.13 | — | — | — | — | — | |
| DMN2021.02 | 45.13 | — | — | — | — | — |