Visual Explanation Evaluation on Cityscapes benchmark leaderboard · SOTA2 Research

Visual Explanation Evaluation on Cityscapes

23.49Instance Class AccuracyEIVE

Evaluation Results

Method	Links
EIVE2026.06		23.49	15.58	55.89	8.43	0.9976	0.8591	0.5878	0.3677
D-RISE2026.06		17.07	14.22	27.32	8.02	0.4578	0.0105	16.0226	16.0041
ODAM2026.06		13.94	15.27	33.15	8.46	0.648	0.1327	10.1142	0.5366
VPS2026.06		8.74	16.3	9.31	10.11	0.0962	0.0495	15.9661	238.4136
EIVE2026.06		1.09	83.82	3.98	72.87	0.7797	0.638	0.862	0.3381
VPS2026.06		1.08	95.95	2.48	89.79	0.0602	0.0333	18.0412	131.6346
GradCAM++2026.06		0.84	21.66	0.73	13.87	0.0269	0.0157	18.315	0.5353
ODAM2026.06		0.71	87.62	2.9	79.43	0.5785	0.1224	13.2816	0.4511
GradCAM2026.06		0.62	21.23	0.57	13.59	0.0189	0.0107	18.271	0.5287
GradCAM++2026.06		0.45	98.66	1.58	97.26	0.0575	0.0271	16.0615	0.4403
D-RISE2026.06		0.29	89.79	1.75	80.33	0.3997	0.0096	17.3673	6.6986
GradCAM2026.06		0.18	99.74	1.14	98.08	0.0493	0.0207	16.6288	0.4378