Referring Image Segmentation on G-Ref UMD partition U (val)
65.9oIoUTALENT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TALENTPET=true2026.04 | 65.9 | 69.7 | |
| CoHDPET=false2026.04 | 65.8 | — | |
| MagNetPET=false2026.04 | 65.4 | — | |
| LISA-Vicuna-13BPET=false2026.04 | 65.2 | — | |
| ReLAPET=false2026.04 | 65 | — | |
| CG-formerPET=false2026.04 | 64.7 | — | |
| LQMFormerPET=false2026.04 | 64.7 | — | |
| CGFormer2023.09 | 64.68 | 67.57 | |
| RISCLIPPET=true2026.04 | 64.1 | 67.6 | |
| ReMamberPET=false2026.04 | 63.9 | — | |
| DMMIPET=false2026.04 | 63.5 | — | |
| LAVTLanguage Model=BERT2021.12 | 61.24 | — | |
| LAVT2023.09 | 61.24 | — | |
| LAVTPET=false2026.04 | 61.2 | — | |
| ETOGPET=true2026.04 | 61.1 | 63.8 | |
| ReSTR2023.09 | 54.48 | — | |
| LTSLanguage Model=Bi-GRU2021.12 | 54.4 | — | |
| VLTLanguage Model=Bi-GRU2021.12 | 52.99 | — | |
| CEFNet2023.09 | 51.93 | — | |
| CGANLanguage Model=Bi-GRU2021.12 | 51.01 | — | |
| MCNLanguage Model=Bi-GRU2021.12 | 49.22 | — | |
| MAttNetLanguage Model=Bi-LSTM2021.12 | 47.64 | — | |
| MAttNet2023.09 | 47.64 | — | |
| CACLanguage Model=Bi-LSTM2021.12 | 46.37 | — | |
| BarLeRIaPET=true2026.04 | — | 63.4 | |
| CGAN2023.09 | — | 51.01 | |
| CRIS2023.09 | — | 59.87 | |
| DETRISPET=true2026.04 | — | 67.9 | |
| ETRISPET=true2026.04 | — | 59.8 | |
| LTS2023.09 | — | 54.4 | |
| MCN2023.09 | — | 49.22 | |
| VLT2023.09 | — | 52.99 |