Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Vision-Language Navigation Failure Identification research benchmarks · SOTA2 Research

Vision-Language Navigation Failure Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

61.4Perception Rate

4

Apr 29, 2026

74.7Perception Failure Rate

4

Apr 29, 2026

20.4Perception Failure Rate

4

Apr 29, 2026

Popular datasets

ApexNav MGDM Mem2Ego

Follow for updates

Join SOTA2 Contact