Share your thoughts, 1 month free Claude Pro on usSee more

Text-to-Image Generation on GenEval (Compositional Metrics Subset)

95Overall Score

SD3.5-M+Flow-GRPO

Updated 2d ago

Evaluation Results

Method
SD3.5-M+Flow-GRPO 2026.03	95	100	99	95	92	99	86
Ming-Flash-Omni 2025.10	94	99	98	92	94	96	89
SD3.5-M+CRD 2026.03	93	100	98	92	88	90	73
SD3.5-M+DiffusionNFT 2026.03	92	100	99	96	82	78	73
LatentUMVis-Gen + pixel-reward 2026.04	92	99	95	95	92	92	81
SD3.5-M+AWM 2026.03	91	100	98	95	77	78	65
Qwen-Image-RL 2025.10	91	100	95	93	92	87	83
LVRPO 2026.03	91	99	96	87	96	83	81
BAGEL 2026.04	88	98	95	84	95	78	77
Lumina-DiMOO + ML-Cache 2026.03	87.83	100	93.75	85.94	89.63	84.5	75.5
Lumina-DiMOO + LADR 2026.03	87.3	99.06	91.41	81.88	91.22	85.5	74.75
Qwen-Image 2025.10	87	99	92	89	88	76	77
Stepwise-Flow-GRPO 2026.03	87	99	93	89	87	73	80
Qwen-Image 2026.04	87	99	92	89	88	76	77
LatentUMVis-Gen 2026.04	87	99	92	85	87	89	71
Qwen-Image 2026.04	87	99	92	89	88	76	77
Nucleus-Image 2026.04	87	99	95	78	92	85	71
Qwen-Image 2026.04	87	99	92	89	88	76	77
Lumina-DiMOO 2026.03	86.66	97.5	93.94	85	91.49	79	73
AD-Loop 2026.02	86	98	94	83	90	80	74
OmniGen2 2025.10	86	99	96	74	98	71	75
UAE 2025.11	86	-	-	-	-	-	-
RecA 2025.11	86	100	98	71	93	76	77
DeCo-XXL/16 2025.11	86	100	92	72	91	80	79
BitDance 2026.04	86	100	96	71	95	72	83
FiMR 2026.04	86	99	95	70	94	84	76
LatentUMBase 2026.04	85	99	92	72	91	83	73
CAFM 2026.04	85	99	92	81	94	71	71
FiMR 2026.04	85	99	95	65	94	83	76
GPT-4o 2026.03	84	99	92	85	92	75	61
UniWorld-V1 2025.10	84	98	93	81	89	74	71
Z-Image 2025.10	84	100	94	78	93	62	77
ReFocus 2025.10	84	99	92	82	86	81	60
GPT-4o 2026.03	84	99	92	85	92	75	61
BLIP3o 8B 2026.04	84	-	-	-	-	-	-
Seedream 3.0 2026.04	84	99	96	91	93	47	80
GPT Image 1 High 2026.04	84	99	92	85	92	75	61
GPT Image 1 2026.04	84	99	92	85	92	75	61
Seedream 3.0 2026.04	84	99	96	91	93	47	80
Z-Image 2026.04	84	100	94	78	93	62	77
Tar 2026.04	84	98	92	83	85	80	65
Blip-3o 2026.04	84	-	-	-	-	-	-
Lumina-DiMOO + Prophet 2026.03	83.91	96.56	91.16	84.06	86.44	74.5	70.75
MindOmni 2026.02	83	99	94	71	90	71	71
HiDream-I1-Full 2026.04	83	100	98	79	91	60	72
HiDream-I1-Full 2026.04	83	100	98	79	91	60	72
Janus-R1 2026.04	83	100	94	51	93	88	72
FiMR 2026.04	83	99	94	58	93	82	75
BAGEL 2026.02	82	99	94	81	88	64	63
BAGEL 2025.10	82	99	94	81	88	64	63
FLUX.1-dev 2026.03	82	98	93	75	93	68	65
BAGEL 2026.03	82	99	94	81	88	64	63
UniGame 2025.11	82	99	91	62	93	80	68
Bagel 2026.04	82	99	94	81	88	64	63
FLUX.1-dev 2026.04	82	98	93	75	93	68	65
BAGEL-7B + Process-Driven 2026.04	82	99	94	75	87	72	63
BAGEL 2025.09	82	99	94	81	88	64	63
Z-Image-Turbo 2026.04	82	100	95	77	89	65	68
Janus-R1 2026.04	82	100	93	51	92	87	70
Reflect-DiT + Best-of-N 2025.10	81	98	96	80	88	66	60
SFT 2025.11	81	99	90	60	91	80	65
SANA-1.5 4.8B 2026.03	81	99	93	86	84	59	65
BLIP3o 4B 2026.04	81	-	-	-	-	-	-
BLIP3o 2025.11	81	-	-	-	-	-	-
FM 2026.04	81	99	89	77	89	69	62
VHS 2026.03	80.9	100	96	67.3	89.1	70.4	64.6
Sana-Sprint 2026.03	80.9	100	96	67.3	89.1	70.4	64.6
BAGEL (w/ think) + Ours 2026.04	80.7	-	-	76.5	88.8	56.5	69.5
VHS 2026.03	80.5	100	95.7	66.5	88.9	69.8	63.8
Sana-Sprint 2026.03	80.5	100	95.7	66.5	88.9	69.8	63.8
MLLM w/ CLIP 2026.03	80.4	100	93.9	68.2	88.7	69.8	64.2
Janus-Pro-7B 2026.03	80	99	89	59	90	79	66
Janus-Pro 2026.02	80	99	89	59	90	79	66
JanusPro-7B 2025.10	80	99	89	59	90	79	66
Janus-Pro-7B 2026.03	80	99	89	59	90	79	66
MetaQuery-XL 2026.03	80	-	-	-	-	-	-
Janus-Pro 2025.11	80	99	89	59	90	79	66
Janus-Pro-7B 2026.03	80	99	89	59	90	79	66
Janus Pro 2026.04	80	99	89	59	90	79	66
Janus-Pro-7B 2026.04	80	99	89	59	90	79	66
Janus-Pro-7B 2025.09	80	99	89	59	90	79	66
OmniGen2 2025.11	80	100	95	64	88	55	76
Janus-Pro-7B 2026.04	80	99	89	59	90	79	66
Janus-Pro 2026.04	80	99	89	59	90	79	66
Janus-Pro 7B 2026.04	80	99	89	59	90	79	66
Janus-R1 2026.04	80	100	92	48	91	80	71
Janus-Pro-7B 2026.04	80	-	-	59	90	79	66
OmniGen2 + Ours 2026.04	79.9	-	-	72.2	88.8	56	70
BAGEL + Ours 2026.04	79.9	-	-	78.7	87.7	48.5	66.7
BAGEL (w/ think) 2026.04	79.7	-	-	76.2	87.5	55.2	68.2
SANA-1.5 2026.03	79.4	99.7	93.5	77.3	89.1	60.2	60.8
Lumos-1 2025.07	79.1	99.1	86.6	67.8	84	68.3	68.8
T2I-R1 2026.04	79	100	91	52	90	77	65
SANA-1.5 2026.03	78.8	100	92.7	74.8	88.3	61.4	59.6
MLLM w/ CLIP 2026.03	78.8	100	92.7	66	88.9	65.9	61.6
OmniGen2 2026.04	78.6	-	-	72.8	86.9	53.5	66.5
LCDM+LC+DCDD 2026.03	78.31	99.06	88.89	59.38	88.3	72.5	61.75
VHS 2026.03	78.1	100	93.9	61.5	90.6	66.2	58.4
Sana-Sprint 2026.03	78.1	100	93.9	61.5	90.6	66.2	58.4
CHEERS 2026.03	78	98	92	65	86	63	65

Showing 100 of 391 rows