Vision-and-Language Navigation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
84Success Rate (SR)
476
Jul 7, 2026
53.2SPL
237
Jul 2, 2026
81.5Success Rate (SR)
110
May 27, 2026
73SR
103
Jul 3, 2026
83.74Success Rate (SR)
68
Mar 31, 2026
84.33SR
64
May 25, 2026
66SR
63
Mar 17, 2026
65.1SR (Success Rate)
61
Jun 8, 2026
47Success Rate (SR)
60
May 27, 2026
74.2SR
52
Feb 26, 2026
77SPL (Success weighted Path Length)
51
May 13, 2026
17.16Navigation Error (m)
37
Jul 1, 2026
11.68Navigation Error (m)
37
Jul 1, 2026
57SR
37
May 13, 2026
38.4SPL
37
Jun 4, 2026
66SR
35
Apr 1, 2026
69.2SR (Success Rate)
32
Mar 19, 2026
2.9NE (Navigation Error)
32
Feb 26, 2026
3,606SPL
30
Mar 11, 2026
2.29NE
27
Mar 9, 2026
63SR
24
Feb 26, 2026
14.15Navigation Error (NE)
23
Jul 1, 2026
56.4PL
22
Feb 26, 2026
11.8PL
22
Feb 26, 2026
72SR
21
May 13, 2026