Vision-Language Navigation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
57.07Navigation Error (NE)
7
Mar 17, 2026
45.72Navigation Error (NE)
7
Mar 17, 2026
61.45Navigation Error (NE)
7
Mar 17, 2026
99.11Navigation Error (NE)
7
Mar 17, 2026
44.99NE
7
Mar 17, 2026
67.42Navigation Steps (NE)
7
Mar 17, 2026
75Success Rate
7
Mar 10, 2026
75SR
7
Mar 10, 2026
0.792Success Rate (SR)
7
Mar 10, 2026
87.5SR (%)
7
Mar 10, 2026
93Navigation Error (m)
7
Mar 4, 2026
7.27Navigation Error (m)
7
Feb 26, 2026
6.62Navigation Error (NE)
7
Feb 26, 2026
48.7OSR
7
Apr 23, 2026
3.93NE (w/o human)
7
Feb 26, 2026
50Success Rate (SR)
6
Jun 1, 2026
41Success Rate (SR)
6
Jun 1, 2026
35Success Rate (Route 1)
6
Jun 1, 2026
80SR
6
Apr 6, 2026
58.96Navigation Error (NE)
6
Mar 10, 2026
51.51Navigation Error (Path Length)
6
Mar 10, 2026
47.75Navigation Error (NE)
6
Mar 10, 2026
0.477SR (Success Rate)
6
Feb 26, 2026
61.5SR
6
Feb 26, 2026
8Trajectory Length (TL)
6
Feb 26, 2026