Multi-granularity Referring Expression Segmentation on RefCOCOm (testA)
43.2gIoU (Part)VASA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VASA2026.05 | 43.2 | — | 47.4 | |
| SAM3 Agent2026.05 | 34.4 | — | 41.5 | |
| RESAnything2026.05 | 26.5 | — | — | |
| M²SA2026.05 | 19.9 | — | 30.1 | |
| GLaMM2026.05 | 18.6 | — | 29.5 | |
| LISA2026.05 | 18.5 | — | 28.6 | |
| CoReS2026.05 | 17.3 | — | 24 | |
| SegAgent-SAM2026.05 | 16.9 | — | 27.1 | |
| SegAgent-SC2026.05 | 16.8 | — | 27.3 | |
| UniRES2026.05 | 16.4 | — | 27.8 | |
| X-Decoder2026.05 | 13.6 | — | 23.6 | |
| SEEM2026.05 | 13.6 | — | 23.4 | |
| GSVA2026.05 | 9.2 | — | 19.2 | |
| SAM32026.05 | 9 | — | 13 | |
| CRISMethod Type=Specialists, Evaluation Setting=Part2023.12 | — | 10.1 | — | |
| CRISMethod Type=Specialists, Evaluation Setting=Obj & Part2023.12 | — | 21.2 | — | |
| LAVTMethod Type=Specialists, Evaluation Setting=Part2023.12 | — | 13.2 | — | |
| LAVTMethod Type=Specialists, Evaluation Setting=Obj & Part2023.12 | — | 24.4 | — | |
| SEEMMethod Type=Generalists, Evaluation Setting=Part2023.12 | — | 13.6 | — | |
| SEEMMethod Type=Generalists, Evaluation Setting=Obj & Part2023.12 | — | 23.4 | — | |
| SeqTRMethod Type=Specialists, Evaluation Setting=Part2023.12 | — | 12.1 | — | |
| SeqTRMethod Type=Specialists, Evaluation Setting=Obj & Part2023.12 | — | 22.8 | — | |
| UniRESMethod Type=Generalists, Evaluation Setting=Part2023.12 | — | 16.4 | — | |
| UniRESMethod Type=Generalists, Evaluation Setting=Obj & Part2023.12 | — | 27.8 | — | |
| X-DecoderMethod Type=Generalists, Evaluation Setting=Part2023.12 | — | 13.6 | — | |
| X-DecoderMethod Type=Generalists, Evaluation Setting=Obj & Part2023.12 | — | 23.6 | — |