Attention Map Prediction on W3D Safety-Critical Situation benchmark leaderboard · SOTA2 Research

Attention Map Prediction on W3D Safety-Critical Situation

1.106KL DivergenceDualGaze-VLM

Evaluation Results

Method	Links
DualGaze-VLM2026.04		1.106	0.618	0.55	96.1	91.8
FSDAM2026.04		1.222	0.589	0.467	95.8	89
LLada2026.04		1.23	0.579	0.42	95	91.2
ERFNet2026.04		1.593	0.538	0.41	94.2	86.8
ConvNeXt2026.04		1.765	0.567	0.413	93.8	87.7
MLNet2026.04		1.953	0.528	0.433	92.8	87.4
GBVS2026.04		2.238	0.246	0.176	83.9	80.4
DeepGaze IIE2026.04		2.505	0.296	0.141	92.6	58.9
DeepGaze I2026.04		2.55	0.237	0.137	87.4	59.5
FBnet2026.04		2.585	0.431	0.364	88.7	80.3
CDNN2026.04		2.646	0.401	0.35	88.5	76.7
GazeXplain2026.04		2.769	0.383	0.321	84.8	74.3
ITTI2026.04		2.807	0.049	0.119	61.8	61.3