Text-to-Image Generation on DCI benchmark leaderboard · SOTA2 Research

Text-to-Image Generation on DCI

22.1FIDBaseline

Evaluation Results

Method	Links
Baseline2025.07		22.1	0.618	0.451	18.03	—	—	—
Baseline2025.07		22.17	0.685	0.451	18.05	—	—	—
SegQuant-G2025.07		22.19	0.59	0.451	18.02	0.131	18.97	0.737
SegQuant-A2025.07		22.28	0.592	0.452	18.01	0.149	18.29	0.715
SVDQuant2025.07		22.57	0.575	0.442	18.03	0.224	16.19	0.635
SegQuant-G2025.07		23.31	0.566	0.446	18.03	0.219	16.31	0.639
SegQuant-G2025.07		23.5	0.576	0.435	18.14	0.438	12.25	0.497
Q-Diffusion2025.07		23.67	0.513	0.449	18.01	0.298	14.4	0.563
SegQuant-G2025.07		24.12	0.504	0.416	17.94	0.123	22.11	0.763
SegQuant-A2025.07		24.13	0.639	0.44	18.07	0.407	12.74	0.521
Baseline2025.07		24.27	0.495	0.417	17.94	—	—	—
PTQ4DiT2025.07		24.34	0.472	0.415	17.94	0.197	19.63	0.686
SegQuant-A2025.07		24.44	0.487	0.416	17.94	0.132	21.69	0.752
SegQuant-G2025.07		24.58	0.639	0.447	18.06	0.412	12.4	0.516
SVDQuant2025.07		25.22	0.518	0.43	18.14	0.446	12.34	0.495
SegQuant-G2025.07		26.1	0.474	0.405	17.89	0.092	23.82	0.793
SegQuant-A2025.07		26.13	0.475	0.406	17.89	0.101	23.34	0.782
PTQ4DiT2025.07		26.39	0.438	0.472	17.97	0.552	9.22	0.321
Q-Diffusion2025.07		26.98	0.474	0.406	17.89	0.102	23.28	0.78
PTQ4DiT2025.07		27.01	0.485	0.43	18.08	0.445	12.33	0.492
TAC2025.07		28.33	0.43	0.432	18.1	0.461	12.11	0.478
PTQ4DiT2025.07		61.68	-0.314	0.403	18.21	0.566	10.94	0.386
PTQD2025.07		65.42	-0.454	0.416	18.08	0.582	10	0.296
PTQ4DiT2025.07		72.86	-0.393	0.418	17.88	0.592	10.98	0.465
Q-Diffusion2025.07		73.39	-1.466	0.402	17.65	0.552	13.64	0.448
Q-Diffusion2025.07		143.36	-1.973	0.46	17.92	0.691	7.8	0.254