Vision-and-Language Navigation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0Success Rate (SR)
6
Feb 26, 2026
11.9Path Length (PL)
6
Feb 26, 2026
32.5PL (Path Length)
6
Feb 26, 2026
7.8Path Length (PL)
6
Feb 26, 2026
85.4NE (Full)
5
Jun 30, 2026
32.7SPL
5
Mar 11, 2026
5.38NE
5
Feb 26, 2026
38.5SR
5
Feb 26, 2026
51.4Success Rate (< 0.5m)
5
Feb 26, 2026
25.4SPL
5
Feb 26, 2026
4.48NE
5
Feb 26, 2026
38.7Success Rate (SR)
4
Jun 30, 2026
54.5Success Rate
4
Jun 30, 2026
32.8Goal Progress
4
Jun 19, 2026
55SR
4
Mar 17, 2026
43Success Rate
4
Mar 17, 2026
55SR
4
Mar 17, 2026
51Success Rate (SR)
4
Mar 17, 2026
54Success Rate
4
Mar 17, 2026
63Success Rate (SR)
4
Mar 17, 2026
65Success Rate
4
Mar 17, 2026
30Success Rate (SR)
4
Mar 10, 2026
75Success Rate (SR)
3
Jul 3, 2026
2.26NE
3
May 22, 2026
1.77Navigation Error (NE)
3
May 22, 2026