Vision-Language Navigation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
14.2PL
6
Feb 26, 2026
11.6Path Length
6
Feb 26, 2026
68.9NE
5
Jun 30, 2026
53.8Navigation Error (NE)
5
Jun 30, 2026
53.89Navigation Error (NE)
5
Jun 30, 2026
32.33Success Rate (Gaussian Noise)
5
Jun 23, 2026
28.53SR (Gaussian)
5
Jun 23, 2026
21.39Success Rate (SR)
5
Jun 19, 2026
28.05Success Rate (SR)
5
Jun 19, 2026
38.82SR
5
Jun 19, 2026
2.4Navigation Error (NE)
5
Jun 9, 2026
2.68Navigation Error (NE)
5
Jun 9, 2026
2.36Navigation Error (NE)
5
Jun 9, 2026
2.23Navigation Error (NE)
5
Jun 9, 2026
7.88Navigation Error (NE)
5
May 22, 2026
65Success Rate (SR)
5
May 8, 2026
77.8Success Rate (SR)
5
Mar 10, 2026
88.9Success Rate (SR)
5
Mar 10, 2026
91.7Success Rate (SR)
5
Mar 10, 2026
86.7Success Rate (SR)
5
Mar 10, 2026
4.68FPS
5
Mar 9, 2026
11.21Navigation Length (Steps)
5
Mar 4, 2026
4.95NE
5
Feb 26, 2026
2.68Navigation Error (NE)
5
Feb 26, 2026
3.93Navigation Error (NE)
5
Feb 26, 2026