Vision-Language Navigation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1,257.38PL
16
Feb 26, 2026
5.13Navigation Error (NE)
15
Mar 5, 2026
14.15Navigation Error (NE)
14
Mar 24, 2026
4.98Navigation Error (NE)
14
Mar 19, 2026
40,801Number of Trajectories
13
May 20, 2026
79Task 1 Success Rate
13
Mar 17, 2026
57.7SR
12
Mar 31, 2026
69.8SR
12
Mar 31, 2026
66.1SR
12
Mar 31, 2026
100T1 Performance
11
Mar 17, 2026
1.67Navigation Error (NE)
10
Mar 4, 2026
65.5SR
10
Feb 26, 2026
68.6SR
10
Feb 26, 2026
62.3SR
10
Feb 26, 2026
68.3SR
10
Feb 26, 2026
65.5SR
10
Feb 26, 2026
76.92Success Rate (SR)
9
Mar 24, 2026
4.83Navigation Error (NE)
9
Feb 26, 2026
11.68Navigation Error (NE)
8
Mar 17, 2026
154Navigation Error (m)
8
Mar 4, 2026
244SR
8
Feb 26, 2026
7.7Navigation Error (NE)
8
Feb 26, 2026
4.25NE (Navigation Error)
8
Feb 26, 2026
61SR
7
Jun 2, 2026
47Success Rate (SR)
7
May 8, 2026