Vision-and-Language Navigation on IR2R-CE (val-unseen) benchmark leaderboard · SOTA2 Research

Vision-and-Language Navigation on IR2R-CE (val-unseen)

11.4TL (Task Length Success Rate)SeqWalker

Evaluation Results

Method	Links
SeqWalker2026.01		11.4	6.4	46	58	36	34	52
HNR2026.01		9.3	7.5	40	50	30	28	44
ETPNav2026.01		8.9	8.6	37	47	28	27	41
OVER-NAV2026.01		8.8	6.5	45	56	35	33	50
MAP-CMA2026.01		8.5	6.8	44	54	35	32	47
TourCMA2026.01		7.8	9	26	42	18	17	36
CMA2026.01		7.5	8.8	26	44	19	18	38
PoolCMA2026.01		7.3	9	23	42	16	15	36
Po.E.CMA2026.01		6.9	8.7	25	44	18	16	38