Vision-Language Navigation on RxR-CE (val-unseen)
90.4SR
Human
Updated 4d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2021.10 | 90.4 | 1.32 | - | 77.7 | 74.3 | - | |
| 72.9 | 3.82 | 61.5 | - | - | - | ||
| 70.4 | 3.93 | 59.6 | - | - | - | ||
2026.03 | 69.7 | 4.2 | 60.1 | 67.9 | - | - | |
2026.03 | 69.5 | 3.92 | 61.3 | 74.6 | - | - | |
2025.12 | 69.3 | 4.09 | 63.3 | - | - | - | |
2026.02 | 69.3 | 3.83 | 60 | - | - | - | |
2025.12 | 69.3 | 4.09 | 63.3 | - | - | - | |
2025.02 | 68.5 | 4 | - | 69.6 | - | - | |
2026.01 | 67 | 3.88 | 54.3 | 68.4 | - | - | |
2025.12 | 67 | 3.88 | 54.3 | 68.4 | - | - | |
2026.02 | 67 | 3.88 | 54.3 | 68.4 | - | - | |
2026.03 | 67 | 3.88 | 54.3 | 68.4 | - | - | |
2026.03 | 67 | 3.88 | 54.3 | 68.4 | - | - | |
2022.10 | 66.5 | 4.19 | - | 72.2 | 59.1 | - | |
2026.03 | 66.5 | 4.5 | 57 | 67.3 | - | - | |
2025.12 | 66.3 | 4.2 | 53.2 | - | - | - | |
2022.10 | 64.8 | 4.49 | - | 70.8 | 57.5 | - | |
2026.01 | 64.4 | 4.74 | 56.2 | 65.8 | - | - | |
2026.02 | 64.4 | 4.74 | 56.2 | - | - | - | |
2026.02 | 64.4 | 4.8 | - | 65.4 | - | - | |
2026.02 | 64.4 | 4.74 | 56.2 | 65.8 | - | - | |
2026.03 | 64.4 | 4.74 | 56.2 | 65.8 | - | - | |
2026.03 | 64.4 | 4.74 | 56.2 | 65.8 | - | - | |
2022.10 | 63.7 | 4.8 | - | 70.6 | 56.9 | - | |
2025.12 | 63.5 | 4.4 | 52.1 | 66.8 | - | - | |
2022.10 | 62.8 | - | - | 68.5 | 54.6 | - | |
2026.03 | 62.1 | 4.75 | 51.7 | 66 | - | - | |
2025.12 | 61.4 | 4.58 | 51.8 | 70 | - | - | |
2026.03 | 61.4 | 4.58 | 51.8 | 70 | - | - | |
2026.03 | 60.3 | 4.9 | 49.8 | 62.1 | - | - | |
2025.12 | 59.92 | 5.22 | 48.97 | 65.31 | 50.41 | - | |
2022.10 | 59.4 | 5.56 | - | 67 | 52.7 | - | |
2025.12 | 58.26 | 5.42 | 48.19 | 63.78 | 48.53 | - | |
2026.03 | 58.2 | 5.19 | 49.9 | 67.5 | - | - | |
2026.03 | 58.01 | 5.42 | 47.92 | 64.29 | 48.04 | - | |
2026.01 | 57.4 | 5.51 | 49.4 | 60.2 | - | - | |
2026.01 | 57.4 | 5.23 | 49.6 | 67 | - | - | |
2025.12 | 57.4 | 5.51 | 49.4 | 60.2 | - | - | |
2026.03 | 57.4 | 5.51 | 49.4 | 60.2 | - | - | |
2026.03 | 57.1 | 5.47 | 47.25 | 63.88 | 47.61 | - | |
2022.10 | 56.5 | - | - | 63.1 | 48.3 | - | |
2026.01 | 56.4 | 5.51 | 46.7 | 63.6 | - | - | |
2026.02 | 56.4 | 5.51 | 46.7 | 63.6 | - | - | |
2024.04 | 56.39 | 5.51 | 46.73 | 63.56 | 47.24 | - | |
2024.10 | 56.39 | 5.51 | 46.73 | 63.56 | 47.24 | - | |
2024.10 | 56.39 | 5.51 | 46.73 | 63.56 | 47.24 | - | |
2025.12 | 56.39 | 5.51 | 46.73 | 63.56 | 47.24 | - | |
2026.03 | 56.39 | 5.51 | 46.73 | 63.56 | 47.24 | - | |
2025.02 | 56.3 | 5.5 | 46.7 | 63.5 | - | - | |
2025.12 | 56.3 | 5.5 | 46.7 | - | - | - | |
2026.02 | 56.3 | 5.5 | 46.7 | - | - | - | |
2025.12 | 56.3 | 5.5 | 46.7 | - | - | - | |
2026.03 | 56.3 | 5.5 | 46.7 | 63.5 | - | - | |
2026.01 | 56.2 | 6.06 | 47.5 | 62.1 | - | - | |
2026.03 | 56.2 | 6.06 | 47.5 | 62.1 | - | - | |
2026.03 | 56.2 | 6.06 | 47.5 | 62.1 | - | - | |
2026.02 | 56.1 | 5.79 | 46.6 | 63.2 | - | - | |
2025.07 | 55.6 | 5.62 | 46.2 | - | - | - | |
2026.03 | 55.47 | 5.54 | 45.32 | 62.45 | 46.01 | - | |
2025.07 | 55.3 | 5.51 | 45.1 | - | - | - | |
2024.10 | 55.27 | 5.51 | 45.11 | 62.97 | 45.83 | - | |
2024.10 | 55.27 | 5.51 | 45.11 | 62.97 | 45.83 | - | |
2026.01 | 54.8 | 5.64 | 44.9 | 61.9 | - | - | |
2026.02 | 54.8 | 5.64 | 44.9 | 61.9 | - | - | |
2024.04 | 54.79 | 5.64 | 44.89 | 61.9 | 45.33 | - | |
2024.10 | 54.79 | 5.64 | 44.89 | 61.9 | 45.33 | - | |
2024.10 | 54.79 | 5.64 | 44.89 | 61.9 | 45.33 | - | |
2025.12 | 54.79 | 5.64 | 44.89 | 61.9 | 45.33 | - | |
2026.03 | 54.79 | 5.64 | 44.89 | 61.9 | 45.33 | - | |
2025.02 | 54.7 | 5.64 | 44.8 | 61.9 | - | - | |
2025.12 | 54.7 | 5.64 | 44.8 | - | - | - | |
2025.12 | 54.7 | 5.64 | 44.8 | 61.9 | - | - | |
2026.02 | 54.7 | 5.64 | 44.8 | - | - | - | |
2026.02 | 54.7 | 5.64 | 44.8 | 61.9 | - | - | |
2025.12 | 54.7 | 5.64 | 44.8 | 61.9 | - | - | |
2025.12 | 54.7 | 5.64 | 44.8 | - | - | - | |
2026.03 | 54.7 | 5.64 | 44.8 | 61.9 | - | - | |
2026.03 | 54.7 | 5.64 | 44.8 | 61.9 | - | - | |
2026.03 | 54.7 | 5.64 | 44.8 | 61.9 | - | - | |
2026.03 | 54.7 | 5.64 | 44.8 | 61.9 | - | - | |
2026.03 | 54.7 | 5.64 | 44.8 | 61.9 | - | - | |
2026.03 | 54.2 | 5.73 | 46.3 | 63.5 | - | - | |
2026.03 | 54.2 | 5.73 | 46.3 | 63.5 | - | - | |
2025.07 | 53.8 | 5.96 | 43.9 | - | - | - | |
2026.01 | 53.78 | 6 | 44.37 | 62.04 | 44.49 | - | |
2026.01 | 53.5 | 5.91 | 46.1 | 65.3 | - | - | |
2026.02 | 53.5 | 5.91 | 46.1 | - | - | - | |
2026.03 | 53.5 | 5.91 | 46.1 | 65.3 | - | - | |
2026.03 | 53.5 | 5.91 | 46.1 | - | - | - | |
2026.01 | 53.07 | 5.8 | 44.16 | 61.49 | 43.92 | - | |
2026.01 | 52.9 | 6.22 | 46 | 61.9 | - | - | |
2025.12 | 52.9 | 6.22 | 46 | - | - | - | |
2025.12 | 52.9 | 6.22 | 46 | 61.9 | - | - | |
2026.02 | 52.9 | 6.22 | 46 | - | - | - | |
2026.02 | 52.9 | 6.22 | 46 | 61.9 | - | - | |
2025.12 | 52.9 | 6.22 | 46 | 61.9 | - | - | |
2025.12 | 52.9 | 6.22 | 46 | - | - | - | |
2026.03 | 52.9 | 6.22 | 46 | 61.9 | - | - | |
2026.03 | 52.9 | 6.22 | 46 | 61.9 | - | - |
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