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Text-to-Image Generation on GenEval (test)

99Two Obj. Acc

Cosmos-Predict2

Updated 3d ago

Evaluation Results

Method
Cosmos-Predict2 2025.10	99	100	73	89	65	73	83	-	-	-
Cosmos-Predict2 + rCM 2025.10	99	100	74	88	48	66	79	-	-	-
Cosmos-Predict2 + rCM 2025.10	99	100	76	85	59	74	82	-	-	-
Cosmos-Predict2 + rCM 2025.10	99	100	80	87	47	73	81	-	-	-
HiDream-I1 2025.12	98	100	79	91	60	72	83	-	-	-
HiDream-I1-Full 2026.02	98	100	79	91	60	72	83	-	-	-
Cosmos-Predict2 2025.10	98	100	79	90	64	72	84	-	-	-
Cosmos-Predict2 + DMD2 2025.10	98	100	76	85	46	66	77	-	-	-
Cosmos-Predict2 + DMD2 2025.10	98	99	70	87	57	72	80	-	-	-
Cosmos-Predict2 + rCM 2025.10	98	100	73	84	58	72	81	-	-	-
Cosmos-Predict2 + rCM 2025.10	98	100	80	86	59	73	83	-	-	-
Cosmos-Predict2 + rCM 2025.10	98	99	74	86	48	66	78	-	-	-
Cosmos-Predict2 + rCM 2025.10	98	100	72	86	49	66	78	-	-	-
Cosmos-Predict2 + rCM 2025.10	98	100	84	89	49	72	82	-	-	-
FMTT (Ours) 2025.11	97	100	90	91	30	64	-	79	-	-
Cosmos-Predict2 2025.10	97	100	74	86	59	70	81	-	-	-
Cosmos-Predict2 + rCM 2025.10	97	99	77	85	57	71	81	-	-	-
Seedream 2025.12	96	99	91	93	47	80	84	-	-	-
Seedream 3.0 2026.02	96	99	91	93	47	80	84	-	-	-
BitDance 2026.02	96	100	71	95	72	83	86	-	-	-
Flow Map + Multi-best-of-N 2025.11	95	100	84	85	26	69	-	76	-	-
OmniGen2 2026.02	95	100	64	88	55	76	80	-	-	-
Playgroundv3 2026.01	95	99	72	82	50	54	76	-	-	-
SANA-Sprint 0.6B + Weighted Diamond Maps 2026.02	95	100	84	94	61	65	-	83	-	-
Z-Image-Turbo 2026.02	95	100	77	89	65	68	82	-	-	-
BAGEL 2026.02	95	98	84	95	78	77	88	-	-	-
Pro-GRPO 2025.12	94.7	-	-	86.7	32.3	-	72.6	-	-	-
Flow-GRPO 2025.12	94.2	-	-	85.1	28.8	-	71.9	-	-	-
SD3-Medium 2025.01	94	99	72	89	33	60	74	-	-	-
SD2 Modif. 2025.01	94	99	72	89	33	60	71	-	-	-
FLUX.1 [dev] + Best-of-N 2025.11	94	99	83	86	26	57	-	75	-	-
SD3 2026.01	94	99	72	89	33	60	74	-	-	-
VisionDirector 2025.12	94	99	96	92	88	95	94	-	-	-
Z-Image 2026.02	94	100	78	93	62	77	84	-	-	-
FMTT - 4-step diffusion look-ahead 2025.11	93	99	86	89	27	57	-	75	-	-
SANA-Sprint 0.6B + ReNO 2026.02	93	99	74	92	60	67	-	81	-	-
SANA-1.5 2025.10	93	99	86	84	59	65	81	-	-	-
Flow Map + Beam Search 2025.11	92	100	86	85	29	58	-	75	-	-
GPT Image 1 2025.12	92	99	85	92	75	61	84	-	-	-
Qwen-Image 2025.12	92	99	89	88	76	77	87	-	-	-
Qwen-Image 2026.02	92	99	89	88	76	77	-	87	-	-
SANA-Sprint 0.6B + Best-of-N 2026.02	92	99	72	91	53	65	-	79	-	-
GPT Image 1 2026.02	92	99	85	92	75	61	84	-	-	-
Qwen-Image 2026.02	92	99	89	88	76	77	87	-	-	-
Tar 2026.02	92	98	83	85	80	65	84	-	-	-
SANA-Sprint 2025.10	92	100	59	91	54	55	75	-	-	-
SANA-Sprint 0.6B + Prompt Optimization 2026.02	91	99	82	89	36	56	-	75	-	-
FMTT - 1-step denoiser look-ahead 2025.11	90	99	87	87	26	59	-	75	-	-
SD3-Medium 2026.02	90	100	72	87	31	66	-	70	-	-
SANA-Sprint 2025.10	90	100	71	89	61	54	77	-	-	-
Janus-Pro-7B 2025.01	89	99	59	90	79	66	80	-	-	-
Flow Map + ReNO 2025.11	89	98	79	89	20	57	-	71	-	-
SD3.5 2025.12	89	98	73	83	34	47	71	-	-	-
Janus-Pro 2025.12	89	99	59	90	79	66	80	-	-	-
SD3.5-Large 2026.02	89	98	73	83	34	47	71	-	-	-
Janus-Pro 2026.02	89	99	59	90	79	66	80	-	-	-
SD3.5-L 2025.10	89	98	73	83	34	47	71	-	-	-
SD3.5-L-Turbo 2025.10	89	99	68	78	23	54	68	-	-	-
Flow Map + Best-of-N 2025.11	88	100	82	85	25	59	-	73	-	-
PixelGen-XXL/16 2026.02	88	99	59	90	70	70	79	-	-	-
HunyuanVideo 2026.01	88	96	43	84	66	47	71	-	-	-
VINO 2026.01	88	97	52	88	65	62	75	-	-	-
FLUX.1-schnell 2025.10	88	99	64	78	30	52	69	-	-	-
DALL-E 3 2025.01	87	96	47	83	43	45	67	-	-	-
DALL-E 3 2024.11	87	96	47	83	43	45	67	-	-	-
DALL-E 3 2026.02	87	96	47	83	43	45	67	-	-	-
DALLE 3 2026.01	87	96	47	83	43	45	67	-	-	-
Lumina-Image 2025.12	87	100	67	93	34	62	73	-	-	-
Lumina-Image-2.0 2026.02	87	-	67	-	-	62	73	-	-	-
Show-o2 2026.02	87	100	58	92	52	62	76	-	-	-
SD 3.5-M (Base) 2025.12	86.9	-	-	81.7	24.8	-	69.6	-	-	-
Time-corrected 2026.01	86.87	91.25	51.25	91.49	66	70	76.143	-	-	-
Location-corrected 2026.01	86.87	97.5	50	90.43	67	64	75.966	-	-	-
ILLUME 2025.01	86	99	45	71	39	28	61	-	-	-
PixNerd-XXL/16 2026.02	86	97	44	83	71	53	73	-	-	-
Euler 2026.01	85.86	96.25	53.75	92.55	64	61	75.569	-	-	-
Euler 2026.01	85.86	93.75	52.5	91.49	67	65	75.933	-	-	-
Flux-dev 2026.02	85	99	74	79	21	48	-	68	-	-
Infinity 2026.02	85	-	-	-	49	57	73	-	-	-
Time-corrected 2026.01	84.85	95	48.75	89.36	70	66	75.66	-	-	-
SD3 2026.02	84	98	66	74	40	43	68	-	-	-
Euler 2026.01	83.84	96.25	48.75	88.3	72	63	75.356	-	-	-
Location-corrected 2026.01	82.83	93.75	55	93.62	68	66	76.533	-	-	-
Janus-Pro-1B 2025.01	82	98	51	89	65	56	73	-	-	-
Euler 2026.01	81.82	90	40	85.11	63	50	68.321	-	-	-
FLUX.1-dev 2026.02	81	99	79	74	20	47	67	-	-	-
Emu3-Gen 2026.01	81	99	42	80	49	45	66	-	-	-
FLUX.1-dev 2026.01	81	99	79	74	20	47	67	-	-	-
FLUX.1 2025.12	81	98	74	79	22	45	66	-	-	-
FLUX.1-Dev 2026.02	81	98	74	79	22	45	66	-	-	-
FLUX.1-dev 2025.10	81	98	74	79	22	45	66	-	-	-
D-DiT 2025.01	80	97	54	76	32	50	65	-	-	-
SANA-Sprint 0.6B 2026.02	80	100	64	86	41	51	-	70	-	-
Time-corrected 2026.01	79.8	96.25	42.5	93.62	65	56	72.194	-	-	-
Time-corrected 2026.01	78.79	95	53.75	91.49	70	72	76.838	-	-	-
FLUX.1 [dev] 2025.11	78	99	70	78	18	45	-	65	-	-
SD3.5-M 2025.10	78	98	50	81	24	52	63	-	-	-
Sana 2026.01	77	99	62	88	21	47	66	-	-	-
HunyuanVideo 2026.01	77	95	34	77	43	44	61	-	-	-
Hyper-SDXL 2025.10	77	100	48	89	11	23	58	-	-	-

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