Vision-Language Navigation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
81.1Success Rate (SR)
779
Jul 8, 2026
90.4SR
512
Jul 8, 2026
86SR
162
Jul 2, 2026
7,540Success Rate (SR)
150
May 25, 2026
86SR
144
May 13, 2026
3.5Navigation Error (NE)
76
Jun 17, 2026
65.2Success Rate (SR)
62
May 29, 2026
3,130SR
48
May 27, 2026
57.07Navigation Error (NE)
45
Jul 1, 2026
54.84Navigation Error (NE)
45
Jul 1, 2026
66.74Navigation Error
37
Mar 24, 2026
53SR
32
May 14, 2026
0.76Success Rate
29
May 27, 2026
50.4ONS@0.1m
25
Jul 7, 2026
86.7Success Rate
23
Feb 26, 2026
60.2Navigation Error (NE)
23
Apr 21, 2026
70.3Navigation Error (NE)
23
Apr 21, 2026
36Success Rate (SR)
22
Apr 30, 2026
66.8SR
22
Feb 26, 2026
4.33Navigation Error (NE)
18
Apr 1, 2026
4.1Navigation Error (NE)
17
Apr 1, 2026
1,668TC
17
Feb 26, 2026
1,948Task Completion Rate (TC)
17
Feb 26, 2026
14.15NE
16
Mar 17, 2026
4.78NE
16
Mar 24, 2026