Referring Expression Grounding on RefCOCO+
88.77AccuracySingle Task SoTA
Evaluation Results
| Method | Links | |
|---|---|---|
| Single Task SoTA2023.12 | 88.77 | |
| Qwen-VLModel Size=9.6B2023.12 | 83.1 | |
| UIO-2XXLModel Size=6.8B2023.12 | 83.1 | |
| ShikraModel Size=7.2B2023.12 | 81.6 | |
| FerretModel Size=7.2B2023.12 | 80.8 | |
| UIO-2XLModel Size=3.2B2023.12 | 79.8 | |
| UIO-2LModel Size=1.1B2023.12 | 71.7 | |
| SWUDImode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 70.18 | |
| WUDI Mergingmode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 70.14 | |
| SWUDI-Amode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 69.99 | |
| OptMergemode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 69.82 | |
| TIES w/ DAREmode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 68.48 | |
| TIES Mergingmode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 68.45 | |
| Task Arithmeticmode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 68.15 | |
| TA w/ DAREmode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 68.07 | |
| Iso-Cmode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 66.56 | |
| Mixture Trainingmode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 65.93 | |
| InternVL2.5-Instructmode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 65.41 | |
| TSV Mergingmode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 58.51 | |
| Weight Averagemode=Full fine-tuning, backbone=InternVL2.5-1B2026.06 | 45.29 |