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Vision-and-Language Navigation on R2R (val unseen)

81Success Rate (SR)

ScaleVLN

60.265.67176.4Jun 15, 2021Mar 27, 2022Jan 6, 2023Oct 19, 2023Jul 30, 2024May 11, 2025Feb 21, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2026.01
81-2.0970---8814.09
2026.02
81-2.0970---8814.09
2026.02
81-2.0970---88-
2024.09
79--------
2026.02
79-2.2769-----
2026.02
78-2.468---85-
2024.04
77.82-2.468.13---84.72-
2021.08
75.019.992.6970---82.89-
2024.04
75-2.8364-----
2024.04
75-2.8164---84-
2024.12
75--64-----
2026.01
75-2.8164---8414.55
2026.02
75-2.8164---8414.55
2026.01
74-2.9861---8414.01
2021.08
73.61102.7668---81.91-
2024.04
73-362---81-
2024.12
73-363-----
2024.12
73-364.8-----
2023.04
72.8--63.4-69.360.6--
2024.12
72.8-3.1262.3-----
2023.04
72.2--63.7-70.261.4--
2023.03
72-3.3160----13.94
2023.03
72-3.2262----13.09
2023.03
72-3.3160----13.94
2024.04
72-3.3160---81-
2023.12
72-3.3160----13.94
2023.12
72-3.2262----13.09
2023.12
72-3.1561----14.05
2023.12
72--62-----
2024.12
72-3.464-----
2024.12
72-3.360-----
2026.01
72-3.3160---8113.94
2026.02
72-3.3160---8113.94
2026.02
72-3.3160---81-
2023.03
71.95-3.2260.91----13.54
2024.12
71.9-3.260.9-----
2023.03
71.52-3.3160.42----13.94
2024.04
71-3.1165-----
2024.12
71-3.260-----
2026.01
71-3.1563----12.07
2026.02
71-3.1563-----
2024.04
70-3.2263---76-
2024.04
69-3.2464-----
2022.03
68.9-3.2464.4----11.13
2022.10
68.9-3.2464.4----11.13
2021.08
68.6710.033.2463---78.45-
2024.04
68-3.3563-----
2026.02
68-3.3756---74-
2021.08
67.910.13.3263---76.63-
2023.12
67-3.5159----12.81
2026.01
67-3.5159----12.81
2026.02
67-3.5159-----
2022.03
66-2.2961----11.46
2023.03
66-2.2961----11.46
2023.03
66-2.2961----11.46
2022.10
66-2.2961----11.46
2021.10
66-3.6261----11.46
2024.04
66-3.2961---73-
2023.12
66-2.2961----11.46
2026.01
66-2.2961----11.46
2026.02
66-2.2961----11.46
2026.02
66-2.2961---73-
2023.08
65.47-3.5360.01----11.52
2023.12
65-3.5360----11.52
2022.10
64.8-4.0660.7----10.15
2023.08
64.24-3.6459.25----11.62
2022.03
64-3.7957----12.52
2022.03
64-3.857----12.27
2022.04
64-3.890.6----12.44
2023.03
64-3.857----12.27
2023.12
64-3.857----12.27
2021.06
63.612.443.8957.9-----
2022.03
63.6-3.8957.9----12.44
2022.10
63.6-3.8957.9----12.44
2023.08
63.6-3.8457.59----12.25
2023.08
63.01-457.42----12.66
2021.10
6312.013.9357-----
2021.06
6312.013.9357-----
2022.03
63-3.9357----12.01
2022.03
63-3.9357----12.01
2022.04
63-3.930.57----12.01
2023.03
63-3.9357----12.01
2023.03
63-4.0362----224.42
2023.03
63-3.9357----12.01
2022.10
63-3.9357----12.01
2022.10
63-4.260----9.72
2021.10
63-3.9357----12.01
2023.12
63-3.9357----12.01
2021.08
63-3.9357----12.01
2026.02
63-3.9357---69-
2022.03
62-4.0156----11.78
2022.03
62-4.0156----11.78
2022.04
62-4.320.45----20.7
2022.04
62-3.990.57----12.26
2023.03
62-4.3245----20.7
2023.03
62-4.0156----11.78
2022.10
62-4.0156----11.78
2021.08
62-4.0156----11.78
2021.06
61.412.584.0255.6-----
2022.04
61-4.150.55----12.45
Showing 100 of 280 rows