Vision-and-Language Navigation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1.93Navigation Error (NE)
3
May 22, 2026
1.54Navigation Error (NE)
3
May 22, 2026
2.31Navigation Error (NE)
3
May 22, 2026
1.86Navigation Error (NE)
3
May 22, 2026
40Success Rate (SR)
3
May 20, 2026
22.33TL (Path Length)
3
Feb 26, 2026
45.2Success Rate (SR)
3
Feb 26, 2026
53.3Success Rate (SR)
3
Feb 26, 2026
35.36SR (Gaussian Noise)
2
Jun 23, 2026
32.72SR (Gaussian Noise)
2
Jun 23, 2026
5.97Navigation Error (NE)
2
Feb 26, 2026
4.05Navigation Error (NE)
2
Feb 26, 2026
33.6nDTW
2
Feb 26, 2026
36.3nDTW
2
Feb 26, 2026
57.4nDTW
2
Feb 26, 2026
58.6nDTW
2
Feb 26, 2026