Perception Prediction on Window View Perception (test) benchmark leaderboard · SOTA2 Research

Perception Prediction on Window View Perception (test)

0.748R2 (Prefer)Hybrid NN

Evaluation Results

Method	Links
Hybrid NN2026.06		0.748	0.491	0.505	0.69	0.562	0.643	0.7242	1.0254	1.0164	0.8024	0.9374	0.8507
ElasticNet2026.06		0.667	0.271	0.357	0.633	0.385	0.571	0.8328	1.2227	1.1598	0.8731	1.1203	0.9405
Ridge2026.06		0.662	0.26	0.337	0.631	0.388	0.574	0.8402	1.2295	1.176	0.8743	1.1168	0.9367
PLS2026.06		0.66	0.258	0.334	0.63	0.386	0.571	0.843	1.232	1.1784	0.8756	1.1185	0.94
Lasso2026.06		0.654	0.257	0.334	0.627	0.35	0.557	0.8494	1.2348	1.181	0.8806	1.1516	0.9553
SVR2026.06		0.652	0.364	0.452	0.618	0.436	0.579	0.8516	1.1392	1.0708	0.8909	1.0711	0.9315
RandomForest2026.06		0.65	0.367	0.497	0.66	0.443	0.59	0.8542	1.1403	1.0272	0.8384	1.0609	0.9196
XGBoost2026.06		0.628	0.267	0.47	0.592	0.426	0.568	0.8813	1.2254	1.0537	0.9184	1.0786	0.9451