Multi-granularity Referring Expression Segmentation on RefCOCOm (testB)
47.6gIoU (Part)VASA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VASA2026.05 | 47.6 | — | 54.1 | |
| SAM3 Agent2026.05 | 41.3 | — | 50.4 | |
| M²SA2026.05 | 27.1 | — | 41.4 | |
| GLaMM2026.05 | 26.9 | — | 41.1 | |
| RESAnything2026.05 | 25.8 | — | — | |
| LISA2026.05 | 25.7 | — | 40.1 | |
| UniRES2026.05 | 25.2 | — | 41.7 | |
| SegAgent-SC2026.05 | 22.9 | — | 38 | |
| SegAgent-SAM2026.05 | 22.6 | — | 36.7 | |
| SAM32026.05 | 20.7 | — | 26.1 | |
| CoReS2026.05 | 20.6 | — | 30.6 | |
| SEEM2026.05 | 20.4 | — | 33.9 | |
| X-Decoder2026.05 | 20.3 | — | 33.8 | |
| GSVA2026.05 | 16.8 | — | 28.2 | |
| CRISMethod Type=Specialists, Evaluation Setting=Part2023.12 | — | 12.9 | — | |
| CRISMethod Type=Specialists, Evaluation Setting=Obj & Part2023.12 | — | 30 | — | |
| LAVTMethod Type=Specialists, Evaluation Setting=Part2023.12 | — | 18.7 | — | |
| LAVTMethod Type=Specialists, Evaluation Setting=Obj & Part2023.12 | — | 35.5 | — | |
| SEEMMethod Type=Generalists, Evaluation Setting=Part2023.12 | — | 20.4 | — | |
| SEEMMethod Type=Generalists, Evaluation Setting=Obj & Part2023.12 | — | 33.9 | — | |
| SeqTRMethod Type=Specialists, Evaluation Setting=Part2023.12 | — | 18.1 | — | |
| SeqTRMethod Type=Specialists, Evaluation Setting=Obj & Part2023.12 | — | 34.7 | — | |
| UniRESMethod Type=Generalists, Evaluation Setting=Part2023.12 | — | 25.2 | — | |
| UniRESMethod Type=Generalists, Evaluation Setting=Obj & Part2023.12 | — | 41.7 | — | |
| X-DecoderMethod Type=Generalists, Evaluation Setting=Part2023.12 | — | 20.3 | — | |
| X-DecoderMethod Type=Generalists, Evaluation Setting=Obj & Part2023.12 | — | 33.8 | — |