Reasoning Segmentation on ReasonSeg (val)
74.9cIoU
UGround-13B-LLaVA1.5 (ft)
Updated 4d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2025.10 | 74.9 | 67.9 | - | |
2023.08 | 72.9 | 65 | - | |
2024.06 | 72.9 | 65 | - | |
2025.12 | 72.9 | 65 | - | |
2025.10 | 72.9 | 65 | - | |
2026.02 | 72.2 | 73.3 | - | |
2025.10 | 72.1 | 66.1 | - | |
2026.02 | 70 | 70.3 | - | |
2025.12 | 70 | 72.3 | - | |
2026.01 | 68.38 | 72.74 | - | |
2025.12 | 68.3 | 69 | - | |
2025.10 | 68.1 | 64.2 | - | |
2025.12 | 67.8 | 60 | - | |
2024.12 | 67.6 | 59.8 | - | |
2025.12 | 67.6 | 59.8 | - | |
2025.10 | 67.6 | 59.8 | - | |
2025.12 | 67.3 | 68.2 | - | |
2026.01 | 67.1 | 61.4 | - | |
2025.10 | 67.1 | 61.4 | - | |
2026.01 | 66.86 | 70.51 | - | |
2026.01 | 65.8 | 68.5 | 26.9 | |
2025.12 | 65.1 | 74.6 | - | |
2025.12 | 64.9 | 62.1 | - | |
2025.12 | 63.4 | 70.7 | - | |
2025.12 | 63.1 | 64.9 | - | |
2025.12 | 63.1 | 64.7 | - | |
2025.12 | 63.1 | 64.7 | - | |
2025.10 | 63.1 | 64.7 | - | |
2023.08 | 62.9 | 56.2 | - | |
2023.08 | 62.9 | 61.3 | - | |
2024.12 | 62.9 | 61.3 | - | |
2024.06 | 62.9 | 61.3 | - | |
2026.01 | 62.9 | 61.3 | - | |
2026.01 | 62.9 | 61.3 | - | |
2025.12 | 62.9 | 56.2 | - | |
2025.12 | 62.9 | 61.3 | - | |
2025.12 | 62.9 | 61.3 | - | |
2025.10 | 62.9 | 61.3 | - | |
2026.01 | 62.6 | 63.8 | 46.9 | |
2026.02 | 62 | 62.6 | - | |
2025.12 | 62 | 62.6 | - | |
2025.12 | 62 | 62.6 | - | |
2025.12 | 61.5 | 68.5 | - | |
| 60.5 | - | - | ||
2025.12 | 60.5 | - | - | |
2026.01 | 60.4 | 58.4 | - | |
2025.12 | 60.4 | 58.4 | - | |
2025.12 | 60.4 | 58.4 | - | |
2023.08 | 60.3 | 57.7 | - | |
2025.03 | 60.3 | - | - | |
2026.01 | 60.3 | 65.4 | 85.3 | |
2025.12 | 60.3 | 57.7 | - | |
2025.10 | 60.3 | 57.7 | - | |
2026.01 | 60 | 67.5 | 46.2 | |
2026.01 | 59.8 | 66.3 | 80.8 | |
2026.01 | 57.8 | 52.7 | - | |
2025.10 | 57.8 | 52.7 | - | |
2025.12 | 57.1 | 66.9 | - | |
2025.12 | 56.7 | 59.2 | - | |
2025.12 | 56.7 | 59.2 | - | |
2025.12 | 56.7 | 59.2 | - | |
2025.12 | 56.7 | 59.2 | - | |
2025.10 | 56.7 | 59.2 | - | |
2026.02 | 55.8 | 64 | - | |
2026.01 | 55.8 | 64 | - | |
2025.12 | 55.8 | 64 | - | |
2024.06 | 55.7 | 58.7 | - | |
2025.12 | 54.7 | 57.4 | - | |
2023.08 | 54 | 52.9 | - | |
2024.12 | 54 | 52.9 | - | |
2024.06 | 54 | 52.9 | - | |
2025.12 | 54 | 52.9 | - | |
2025.10 | 54 | 52.9 | - | |
2025.12 | 53.1 | 58.2 | - | |
2025.12 | 53.1 | 58.2 | - | |
2026.01 | 52.5 | 61.6 | 90.7 | |
| 52.4 | - | - | ||
2025.12 | 52.4 | - | - | |
2023.08 | 52.3 | 53.6 | - | |
2025.03 | 52.3 | - | - | |
2024.06 | 52.3 | 53.6 | - | |
2026.02 | 52.3 | 53.6 | - | |
2026.01 | 52.3 | 53.6 | - | |
2025.12 | 52.3 | 53.6 | - | |
2025.12 | 52.3 | 53.6 | - | |
2026.02 | 50.5 | 65.4 | - | |
2025.12 | 50.5 | 65.4 | - | |
2025.10 | 49.6 | 49.7 | - | |
2025.12 | 49.2 | 56.9 | - | |
2025.12 | 49.1 | 62.2 | - | |
2026.02 | 48.5 | 58.6 | - | |
2025.12 | 48.5 | 58.6 | - | |
2025.12 | 48.1 | 46.7 | - | |
2025.12 | 47.5 | 52.3 | - | |
2026.01 | 47.2 | 48.8 | - | |
2025.12 | 47.2 | 47.4 | - | |
2025.12 | 47.2 | 47.4 | - | |
2023.08 | 46.9 | 48.9 | - | |
2025.12 | 46.9 | 48.9 | - | |
2023.08 | 46 | 44.4 | - |
Showing 100 of 148 rows