Text-to-image generation on DrawBench (Efficiency and Fidelity Metrics) benchmark leaderboard · SOTA2 Research

Text-to-image generation on DrawBench (Efficiency and Fidelity Metrics)

5.5Latency (s)X-Slim(C2F)

Evaluation Results

Method	Links
X-Slim(C2F)2025.12		5.5	4.97	0.9806	0.3153	19.241	0.7321	0.2919
Spectrum2026.03		5.6	4.79	1	27.64	22.21	0.788	0.261
20% steps2025.12		5.74	4.75	0.7878	0.3139	14.529	0.6153	0.4733
Uniform Cache2025.12		5.8	4.71	0.7991	0.3142	14.53	0.612	0.4755
Spectrum2026.03		5.81	4.32	0.82	28	15.68	0.62	0.43
X-Slim(S)2025.12		5.83	4.69	0.981	0.3156	19.56	0.752	0.2884
TeaCache2025.12		5.96	4.58	0.8619	0.3137	15.472	0.6437	0.4378
TaylorSeer2026.03		6.48	4.14	1	27.6	20.24	0.785	0.294
FORA2026.03		6.49	4.13	0.85	27.3	14.33	0.613	0.505
TaylorSeer2026.03		6.52	3.99	0.99	27.39	17.41	0.708	0.389
FORA2026.03		6.73	3.72	0.02	26.19	9.05	0.389	0.687
TeaCache2026.03		6.75	3.85	1	27.63	16.71	0.695	0.406
TaylorSeer2026.03		6.76	3.71	0.1	25.9	9.36	0.429	0.636
TaylorSeer2026.03		6.78	3.69	0.32	27.27	11.18	0.505	0.535
TeaCache2026.03		7.17	3.49	0.39	27.08	10.04	0.472	0.589
ToCa2025.12		7.19	3.8	0.8608	0.3039	16.351	0.5243	0.5319
Δ-Dit2025.12		7.51	3.64	0.8234	0.3019	14.103	0.6391	0.4588
TaylorSeer2025.12		7.59	3.6	0.9688	0.3182	15.78	0.6514	0.4014
15 steps2026.03		7.71	3.25	0.85	28.75	10.51	0.453	0.595
Spectrum2026.03		7.73	3.47	0.99	27.65	24.32	0.854	0.217
Spectrum2026.03		7.82	3.21	0.97	28.61	17.83	0.743	0.305
15 steps2026.03		8.04	3.24	1	27.56	15.77	0.673	0.432
X-Slim(C2F)2025.12		8.11	3.37	0.9902	0.3162	21.3	0.8097	0.2105
30% steps2025.12		8.4	3.25	0.9016	0.3153	15.494	0.6585	0.4035
FORA2026.03		8.4	3.19	0.97	27.55	15.15	0.651	0.454
TeaCache2025.12		8.42	3.24	0.9718	0.3145	16.938	0.7006	0.3433
TaylorSeer2026.03		8.55	3.13	0.99	27.6	22.31	0.841	0.215
TaylorSeer2026.03		8.59	3.03	1.02	27.61	20.76	0.812	0.247
FORA2026.03		8.63	2.9	0.27	27.03	9.54	0.437	0.606
TaylorSeer2026.03		8.7	2.88	0.44	27.24	11.12	0.513	0.529
ToCa2025.12		8.73	3.13	0.8951	0.3105	17.288	0.6007	0.4217
TaylorSeer2026.03		8.75	2.86	0.82	27.91	13.13	0.605	0.428
X-Slim(S)2025.12		9.08	3.01	0.9901	0.3164	21.717	0.8162	0.1905
Uniform Cache2025.12		9.58	2.85	0.8959	0.315	15.816	0.6726	0.3828
TeaCache2026.03		10.66	2.44	1.03	27.68	18.7	0.762	0.311
TeaCache2026.03		10.75	2.33	0.78	27.46	11.89	0.527	0.512
TaylorSeer2025.12		11.63	2.35	0.9814	0.3158	19.603	0.782	0.2231
Δ-Dit2025.12		12.36	2.21	0.8987	0.3151	15.633	0.6649	0.3915
25 steps2026.03		12.67	1.98	1.02	28.78	12.41	0.593	0.464
25 steps2026.03		13.23	1.97	1.01	27.58	18.11	0.752	0.322
ToCa2026.03		13.38	1.95	0.99	27.61	16.49	0.666	0.439
50% steps2025.12		13.78	1.98	0.964	0.3152	17.922	0.7399	0.2867
ToCa2026.03		13.99	1.79	0.17	26.33	9.53	0.446	0.611
ToCa2026.03		16.93	1.58	1.03	27.63	17.18	0.724	0.362
ToCa2026.03		17.27	1.45	0.51	27.19	10.55	0.483	0.557
50 steps2026.03		25.05	1	1.05	28.66	—	—	—
50 steps2026.03		26.03	1	1	27.49	—	—	—
Original2025.12		27.32	1	0.9886	0.3159	—	—	—