Multi-granularity Referring Expression Segmentation on RefCOCOm (val)
45gIoU (Part)VASA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VASA2026.05 | 45 | — | 51.1 | |
| SAM3 Agent2026.05 | 40.2 | — | 48.1 | |
| RESAnything2026.05 | 27.6 | — | — | |
| M²SA2026.05 | 22.4 | — | 35.5 | |
| GLaMM2026.05 | 21.4 | — | 35.3 | |
| LISA2026.05 | 21.3 | — | 34.3 | |
| CoReS2026.05 | 21.2 | — | 29.5 | |
| SegAgent-SC2026.05 | 19.7 | — | 33.4 | |
| SegAgent-SAM2026.05 | 19.7 | — | 32.9 | |
| UniRES2026.05 | 19.6 | — | 34.3 | |
| X-Decoder2026.05 | 16.2 | — | 29.5 | |
| SEEM2026.05 | 16.1 | — | 29.4 | |
| SAM32026.05 | 12.3 | — | 17.3 | |
| GSVA2026.05 | 11.4 | — | 23.1 | |
| CRISMethod Type=Specialists, Evaluation Setting=Part2023.12 | — | 10.6 | — | |
| CRISMethod Type=Specialists, Evaluation Setting=Obj & Part2023.12 | — | 25.4 | — | |
| LAVTMethod Type=Specialists, Evaluation Setting=Part2023.12 | — | 15.3 | — | |
| LAVTMethod Type=Specialists, Evaluation Setting=Obj & Part2023.12 | — | 29.9 | — | |
| SEEMMethod Type=Generalists, Evaluation Setting=Part2023.12 | — | 16.1 | — | |
| SEEMMethod Type=Generalists, Evaluation Setting=Obj & Part2023.12 | — | 29.4 | — | |
| SeqTRMethod Type=Specialists, Evaluation Setting=Part2023.12 | — | 13.9 | — | |
| SeqTRMethod Type=Specialists, Evaluation Setting=Obj & Part2023.12 | — | 28.2 | — | |
| UniRESMethod Type=Generalists, Evaluation Setting=Part2023.12 | — | 19.6 | — | |
| UniRESMethod Type=Generalists, Evaluation Setting=Obj & Part2023.12 | — | 34.3 | — | |
| X-DecoderMethod Type=Generalists, Evaluation Setting=Part2023.12 | — | 16.2 | — | |
| X-DecoderMethod Type=Generalists, Evaluation Setting=Obj & Part2023.12 | — | 29.5 | — |