Multi-task Vision and Language Evaluation on GRIT (test)
67Overall ScoreUIO-2
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UIO-2size=XXL2023.12 | 67 | 75.2 | 70.2 | 71.1 | 75.5 | 58.8 | 73.2 | 44.7 | |
| UIO-2Model size=XXL2023.12 | 67 | 75.2 | 70.2 | 71.1 | 75.5 | 58.8 | 73.2 | 44.7 | |
| UNIFIED-IO XLModel Size=XL2022.06 | 64.3 | 60.8 | 67.1 | 74.5 | 78.9 | 56.5 | 67.7 | 44.3 | |
| UIO_XL2023.12 | 64.3 | 60.8 | 67.1 | 74.5 | 78.9 | 56.5 | 67.7 | 44.3 | |
| UNIFIED-IOModel size=XL2023.12 | 64.3 | 60.8 | 67.1 | 74.5 | 78.9 | 56.5 | 67.7 | 44.3 | |
| GPV-22022.06 | 32 | 55.1 | 53.6 | 63.2 | 52.1 | — | — | — | |
| GPV-22023.12 | 32 | 55.1 | 53.6 | 63.2 | 52.1 | — | — | — | |
| GPV-12022.06 | 21.8 | 33.2 | 42.7 | 49.8 | 26.8 | — | — | — | |
| GPV-12023.12 | 21.8 | 33.2 | 42.7 | 49.8 | 26.8 | — | — | — | |
| Mask R-CNN2022.06 | 20.3 | — | 45.1 | — | — | 26.2 | 70.6 | — | |
| Mask R-CNN2023.12 | 20.3 | — | 45.1 | — | — | 26.2 | 70.6 | — | |
| DINO + SAM2023.12 | 18 | — | 66 | — | — | 60.1 | — | — | |
| NLL-AngMF2022.06 | 7.1 | — | — | — | — | — | — | 50.5 | |
| NLL-AngMF2023.12 | 7.1 | — | — | — | — | — | — | 50.5 | |
| GPV-22023.12 | — | 55.1 | 53.6 | 63.2 | 52.1 | — | — | — |