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Multi-task Driving Scene Understanding Robustness on The Dolphins (Lvl. 2)

44.97Final ScoreNutVLM
36.109238.409640.7143.0104Feb 9, 2026

Evaluation results

MethodLinks
NutVLM2026.0244.97
NRP2026.0244.8
AAA2026.0244.45
Bit-Red2026.0244.1
MS2026.0243.75
Scene–CADA2026.0243.58
JPEG2026.0241.5
TVM2026.0236.45