Multi-Task Learning on PASCAL Context
82.2mIoU (Semantic Segmentation)
PRISM
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.06 | 82.2 | 75.34 | - | - | 2.29 | 84.81 | 13.47 | 75.92 | |
2026.06 | 81.88 | 74.3 | - | - | 0.83 | 84.79 | 14.02 | 74.09 | |
2026.06 | 81.75 | 71.49 | - | - | - | 81.26 | 16.1 | - | |
2026.06 | 80.25 | 70.54 | - | - | 0 | 84.54 | 13.57 | 74.22 | |
2026.06 | 79.26 | 67.82 | - | - | -0.83 | 85.31 | 13.65 | 74.69 | |
2026.06 | 79 | 67 | - | - | -1.24 | 85.05 | 13.47 | 73.5 | |
2026.06 | 78.45 | 67.38 | - | - | -1.73 | 84.96 | 13.55 | 72.3 | |
2026.06 | 78.06 | 68.13 | - | - | -1.53 | 85.18 | 13.59 | 72.64 | |
2026.06 | 77.98 | 68.19 | - | - | -1.31 | 85.06 | 13.48 | 72.98 | |
2026.06 | 77.33 | 66.62 | - | - | -2.28 | 85.14 | 13.78 | 73.2 | |
2025.12 | 77.12 | 64.73 | - | - | - | 85.24 | 14.04 | 70 | |
2026.06 | 76.95 | 66.89 | - | - | -1.92 | 85.12 | 13.54 | 73.3 | |
2026.06 | 76.76 | 65.26 | - | - | -4.04 | 84.39 | 13.98 | 70.37 | |
2026.06 | 76.51 | 67.53 | - | - | -4.33 | 84.38 | 14.56 | 70.34 | |
2025.02 | 76.23 | 67.53 | 64.07 | 16.9 | 7.79 | - | - | - | |
2025.12 | 75.95 | 63.33 | - | - | - | 84.655 | 14.16 | 68.05 | |
2026.06 | 75.9 | 62.85 | - | - | - | 81.84 | 15.78 | - | |
2025.02 | 75.86 | 65.97 | 64.18 | 17.29 | 6.52 | - | - | - | |
2025.12 | 75.64 | 62.65 | - | - | - | 84.7 | 14.43 | 69.81 | |
2025.12 | 75.04 | 62.68 | - | - | - | 84.68 | 14.22 | 68.8 | |
2025.02 | 74.49 | 63.2 | 64.58 | 17.58 | 4.68 | - | - | - | |
2025.12 | 74.1 | 62.7 | - | - | - | 66.9 | 13.7 | 72 | |
2025.12 | 72.8 | 62.1 | - | - | - | 66.3 | 14.5 | 71.7 | |
2025.02 | 72.2 | 62.33 | 65.7 | 16.55 | 5.33 | - | - | - | |
2026.03 | 72.02 | 61.25 | 66.11 | 16.35 | 5.28 | - | - | - | |
2025.02 | 71.43 | 60.73 | 65.54 | 17.77 | 2.64 | - | - | - | |
2025.12 | 71.43 | 60.73 | 65.54 | - | 2.64 | - | 17.77 | - | |
2026.03 | 71.43 | 60.73 | 65.54 | 17.77 | 2.64 | - | - | - | |
2025.09 | 71.43 | 60.73 | 65.54 | 17.77 | 2.64 | - | - | - | |
2025.02 | 70.87 | 59.15 | 65.54 | 17.77 | 2.34 | - | - | - | |
2025.12 | 70.87 | 59.15 | 65.54 | - | 2.34 | - | 17.77 | - | |
2026.03 | 70.87 | 59.54 | 65.47 | 17.47 | 2.34 | - | - | - | |
2025.09 | 70.87 | 59.15 | 65.54 | 17.77 | 2.34 | - | - | - | |
2026.03 | 70.82 | 60.45 | 65.88 | 16.48 | 4.24 | - | - | - | |
2025.09 | 70.8 | 58.73 | 66.05 | 16.65 | 3.36 | - | - | - | |
2025.09 | 70.53 | 60.96 | 66.12 | 16.43 | 4.5 | - | - | - | |
2025.09 | 70.39 | 60.58 | 65.94 | 16.61 | 3.97 | - | - | - | |
2025.09 | 70.27 | 59.36 | 65.38 | 17.09 | 2.54 | - | - | - | |
2025.02 | 70.21 | 59.15 | 62.29 | 19.26 | -1.83 | - | - | - | |
2025.12 | 70.21 | 59.15 | 62.29 | - | -1.83 | - | 19.26 | - | |
2026.03 | 70.21 | 59.15 | 62.29 | 19.26 | -1.83 | - | - | - | |
2025.02 | 70.12 | 57.73 | 61.9 | 18.96 | -2.17 | - | - | - | |
2025.12 | 70.12 | 57.73 | 61.9 | - | -2.17 | - | 18.96 | - | |
2026.03 | 70.12 | 57.73 | 61.9 | 18.96 | -2.17 | - | - | - | |
2025.12 | 70 | 58.01 | 63.89 | - | 1.63 | - | 16.85 | - | |
2025.02 | 69.66 | 62.02 | 65 | 17.1 | 3.22 | - | - | - | |
2026.03 | 69.66 | 62.02 | 65 | 17.1 | 3.22 | - | - | - | |
2025.12 | 69.38 | 57.46 | 63.74 | - | 0.91 | - | 17 | - | |
2025.02 | 69.21 | 57.38 | 61.28 | 18.83 | -2.71 | - | - | - | |
2025.12 | 69.21 | 57.38 | 61.28 | - | -2.71 | - | 18.83 | - | |
2026.03 | 69.21 | 57.38 | 61.28 | 18.83 | -2.71 | - | - | - | |
2025.12 | 69.12 | 57 | 62.76 | - | -0.54 | - | 17.56 | - | |
2025.02 | 68.75 | 56.49 | 58.76 | 20.54 | -6.63 | - | - | - | |
2025.02 | 68.57 | 55.99 | 60.64 | 19.42 | -4.6 | - | - | - | |
2025.12 | 68.57 | 55.99 | 60.64 | - | -4.6 | - | 19.42 | - | |
2026.03 | 68.57 | 55.99 | 60.64 | 19.42 | -4.6 | - | - | - | |
2025.12 | 68.54 | 58.3 | 63.57 | - | 0.29 | - | 17.41 | - | |
2025.02 | 68.19 | 58.99 | 64.48 | 17.03 | 1.35 | - | - | - | |
2025.12 | 68.19 | 58.99 | 64.48 | - | 1.35 | - | 17.03 | - | |
2025.02 | 68.08 | 56.41 | 60.08 | 19.22 | -4.55 | - | - | - | |
2025.12 | 68.08 | 56.41 | 60.08 | - | -4.55 | - | 19.22 | - | |
2026.03 | 68.08 | 55.69 | 59.47 | 19.54 | -5.84 | - | - | - | |
2025.02 | 67.9 | 59.84 | 65.4 | 16.6 | 2.55 | - | - | - | |
2026.03 | 67.9 | 59.84 | 65.4 | 16.6 | 2.55 | - | - | - | |
2025.09 | 67.9 | 59.84 | 65.4 | 16.6 | 2.55 | - | - | - | |
2025.02 | 67.74 | 59.46 | 64.9 | 16.59 | 2.16 | - | - | - | |
2025.09 | 67.57 | 59.09 | 65.18 | 17.08 | 1.36 | - | - | - | |
2025.02 | 67.56 | 60.24 | 65.21 | 16.64 | 2.23 | - | - | - | |
2025.12 | 67.56 | 60.24 | 65.21 | - | 2.23 | - | 16.64 | - | |
2026.03 | 67.56 | 60.24 | 65.21 | 16.64 | 2.23 | - | - | - | |
2025.09 | 67.56 | 60.24 | 65.21 | 16.64 | 2.23 | - | - | - | |
2025.02 | 67.26 | 55.69 | 59.47 | 19.54 | -5.84 | - | - | - | |
2025.12 | 67.26 | 55.69 | 59.47 | - | -5.84 | - | 19.54 | - | |
2026.03 | 67.26 | 56.41 | 60.08 | 19.22 | -4.55 | - | - | - | |
2025.02 | 67.21 | 61.93 | 62.35 | 17.97 | 0 | - | - | - | |
2025.12 | 67.21 | 61.93 | 62.35 | - | 0 | - | 17.97 | - | |
2026.03 | 67.21 | 61.93 | 62.35 | 17.97 | 0 | - | - | - | |
| 67.21 | 61.93 | 62.35 | 17.97 | 0 | - | - | - | ||
2025.02 | 65.09 | 53.48 | 57.46 | 20.69 | -9.95 | - | - | - | |
2026.03 | 65.09 | 53.48 | 57.46 | 20.69 | -9.95 | - | - | - | |
2025.09 | 65.09 | 53.48 | 57.46 | 20.69 | 9.95 | - | - | - | |
2025.02 | 64.44 | 55.94 | 63.03 | 17.86 | -3.02 | - | - | - | |
2025.02 | 64.35 | 52.54 | 58.15 | 21.07 | -10.85 | - | - | - | |
2025.12 | 64.35 | 52.54 | 58.15 | - | -10.85 | - | 21.07 | - | |
2026.03 | 64.35 | 52.54 | 58.15 | 21.07 | -10.85 | - | - | - | |
2025.02 | 62.96 | 52.27 | 58.31 | 20.9 | -11.18 | - | - | - | |
2025.12 | 62.96 | 52.27 | 58.31 | - | -11.18 | - | 20.9 | - | |
2026.03 | 62.96 | 52.27 | 58.31 | 20.9 | -11.18 | - | - | - | |
2025.02 | 52.36 | 50.82 | 63.53 | 18.32 | -10.02 | - | - | - |