Paper-to-Slide on SlideQA benchmark leaderboard · SOTA2 Research

Paper-to-Slide on SlideQA

75.89Verbatim Accuracy (open-src)SlideGen

Evaluation Results

Method	Links
SlideGen2025.12		75.89	71.23	73.56	90.6	93.89	92.25	83.9	50.59	79.66	82.32	80.99	4.01	4.28	4.66	4.32
SlideGen2025.12		75.7	70.05	72.88	84.65	90.36	87.51	80.19	48.4	69.08	84.56	75.27	4.12	4.3	4.35	4.26
HTML-52025.12		74.95	70.17	72.56	84.24	87.88	86.06	79.31	189.38	54.32	60.66	56.86	3.54	4.02	4.09	3.88
PosterAgent-52025.12		70.08	78.98	74.53	82.21	85.34	83.78	79.15	220.75	62.42	70.28	65.56	3.45	3.6	3.75	3.6
PosterAgent-4o2025.12		67.75	67.86	67.81	72.99	79.89	76.44	72.12	139.67	68.76	76.25	71.76	3.19	3.48	4.53	3.73
Image-52025.12		66.99	53.9	60.45	73.06	80.51	76.79	68.62	605.02	67.96	79.29	72.49	2.84	3.16	3.21	3.07
SlideGen-72B2025.12		62.74	60.59	61.67	72.14	74.51	73.33	67.5	80.9	52.31	60.56	55.61	3.1	3.32	3.54	3.32
PPTAgent-52025.12		61.37	63.21	62.29	75.22	78.55	76.89	69.59	450.12	55.32	62.4	58.15	3.1	3.25	3.4	3.25
HTML-4o2025.12		60.48	75.58	68.03	87.38	91.37	89.38	78.7	200.79	41.15	46.38	43.24	3.02	2.76	3.97	3.25
PosterAgent-72B2025.12		58.97	56.32	57.65	65.29	68.88	67.09	62.37	150.6	49.35	57.42	52.58	2.92	3.13	3.3	3.12
PPTAgent-4o2025.12		57.99	52.44	55.22	57.51	56.34	56.93	56.07	721.54	53.27	56.31	54.49	3.25	3.24	3.29	3.26
SlideGen-7B2025.12		55.52	53.1	54.31	60.83	63.16	62	58.15	180.5	46.61	54.02	49.57	2.7	2.95	3.12	2.92
PosterAgent-7B2025.12		49.74	47.43	48.59	54.3	56.25	55.28	51.93	450.3	42.48	49.11	45.13	2.41	2.69	2.84	2.65
Image-4o2025.12		48.97	30.85	39.91	50.11	70.72	60.42	50.16	793.71	75.28	76.24	75.66	2.39	3.09	3.5	2.99