Attention Map Prediction on W3D Normal Driving benchmark leaderboard · SOTA2 Research

Attention Map Prediction on W3D Normal Driving

1.219KL DivergenceLLada

Evaluation Results

Method	Links
LLada2026.04		1.219	0.583	0.436	0.952	0.908
DualGaze-VLM2026.04		1.229	0.613	0.468	0.964	0.9
FSDAM2026.04		1.408	0.577	0.467	0.959	0.862
ERFNet2026.04		1.979	0.558	0.425	0.923	0.84
ConvNeXt2026.04		2.042	0.57	0.412	0.916	0.848
MLNet2026.04		2.129	0.547	0.46	0.914	0.836
GBVS2026.04		2.572	0.294	0.139	0.868	0.857
GazeXplain2026.04		2.578	0.477	0.389	0.857	0.866
CDNN2026.04		2.614	0.465	0.394	0.887	0.79
FBnet2026.04		2.98	0.406	0.343	0.869	0.769
DeepGaze IIE2026.04		3.071	0.226	0.082	0.887	0.61
DeepGaze I2026.04		3.103	0.207	0.08	0.885	0.546
ITTI2026.04		3.216	0.093	0.08	0.676	0.665