Driving Scene Understanding on Dolphins benchmark leaderboard · SOTA2 Research

Driving Scene Understanding on Dolphins

0.5114Weather ScoreNutVLM

Evaluation Results

Method	Links
NutVLM2026.02		0.5114	0.632	0.3796	0.4897	0.4112	0.3861
Scene-CADA2026.02		0.4775	0.622	0.3679	0.4745	0.3704	0.3896
NutVLM2026.02		0.4693	0.6016	0.4116	0.4766	0.4315	0.3519
NutVLM2026.02		0.4493	0.5971	0.4036	0.4734	0.4322	0.3427
Scene-CADA2026.02		0.4406	0.5809	0.384	0.4829	0.4605	0.3824
NutVLM2026.02		0.4191	0.6333	0.4165	0.4676	0.4099	0.3289
Scene-CADA2026.02		0.4079	0.58	0.3777	0.4745	0.4	0.3912
NutVLM2026.02		0.385	0.5477	0.4528	0.4703	0.3584	0.2896
Scene-CADA2026.02		0.3816	0.637	0.3802	0.4673	0.3824	0.365
Scene-CADA2026.02		0.354	0.5903	0.4047	0.4669	0.3382	0.3644