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Reasoning-based Text-to-Image Generation on WISE

87Overall Score

Nano-Banana-Pro

Updated 21d ago

Evaluation Results

Method
Nano-Banana-Pro 2026.05	87	89	80	89	88	86	85
SenseNova-U1-SFT 2026.05	81	81	77	84	81	84	82
GPT-Image-1 2026.02	80	81	71	89	83	79	74
GPT-4o 2026.01	80	81	71	89	83	79	74
GPT-Image-1 2026.05	80	81	71	89	83	79	74
Seedream 4.0 2026.02	78	78	73	85	79	84	67
LLaDA2.0-Uni + w/ thinking 2026.04	78	73	79	86	81	88	74
Seedream 4.0 2026.05	78	78	73	85	79	84	67
SenseNova-U1-SFT 2026.05	78	78	73	82	80	85	77
Unified Thinker 2026.01	74	75	70	81	73	81	55
SenseNova-U1-SFT 2026.05	74	73	69	80	73	82	69
DeepGen 1.0 2026.02	73	72	81	70	67	82	66
Unified Thinker 2026.01	73	75	66	78	75	79	61
DeepGen 1.0 2026.02	72	70	71	82	62	79	65
NEO-unify 2026.05	72	73	67	79	70	75	66
BAGEL 2026.02	70	76	69	75	65	75	58
Unified Thinker 2026.01	70	72	65	75	64	75	61
BAGEL 2026.05	70	76	69	75	65	75	58
SenseNova-U1-SFT 2026.05	69	65	66	82	68	81	66
Unified Thinker 2026.01	68	70	65	73	62	73	55
LLaDA2.0-Uni 2026.04	68	54	77	82	79	87	60
STAR 2026.02	66	61	67	61	74	69	66
LongCat-Image 2026.02	65	66	61	72	66	72	49
LongCat-Image 2026.04	65	66	61	72	66	72	49
Qwen-Image 2026.05	63	63	62	76	60	72	39
BLIP3-o 2026.02	62	-	-	-	-	-	-
NextFlow-RL 2026.02	62	63	63	77	58	67	39
Qwen-Image 2026.02	62	62	63	77	57	75	40
Qwen-Image 2026.01	62	62	63	77	57	75	40
Qwen-Image-Edit 2026.01	62	62	63	77	57	75	40
Qwen-Image 2026.04	62	62	63	77	57	75	40
BLIP3-o 2026.05	62	-	-	-	-	-	-
NextFlow 2026.04	59	62	60	70	54	58	38
NEO-unify 2026.05	59	59	54	68	57	69	50
UniWorld-V2 2026.01	58	60	61	70	53	64	32
InternVL-U 2026.05	58	55	57	74	51	72	46
Emu3.5 2026.05	58	-	-	-	-	-	-
Hunyuan-Image 3.0 2026.02	57	58	57	70	56	63	31
LongCat-Next 2026.05	57	-	-	-	-	-	-
MetaQuery-XL 2026.02	55	56	55	62	49	63	41
UniWorld-V1 2026.02	55	53	55	73	45	59	41
UniWorld-V1 2026.01	55	53	55	73	45	59	41
MetaQuery-XL 2026.01	55	56	55	62	49	63	41
UniWorld-V1 2026.05	55	53	55	73	45	59	41
Manzano 2026.01	54	58	50	65	50	55	32
OpenUni-L 2026.01	52	51	49	64	48	63	35
OpenUni-L 2026.01	52	49	53	69	49	56	39
BAGEL 2026.01	52	44	55	68	44	60	39
BAGEL 2026.04	52	44	55	68	44	60	39
FLUX.1 [Dev] 2026.02	50	48	58	62	42	51	35
FLUX.1 [Dev] 2026.04	50	48	58	62	42	51	35
FLUX.1-dev 2026.05	50	48	58	62	42	51	35
BAGEL 2026.05	49	44	52	65	42	62	41
OmniGen2 2026.02	47	42	52	64	43	50	34
NEO-unify 2026.05	47	-	-	-	-	-	-
Manzano 2026.01	46	42	51	59	45	51	32
InternVL-U 2026.04	46	37	51	68	39	62	39
InternVL-U 2026.05	46	37	51	68	39	62	39
SD3-Medium 2026.04	45	43	50	52	41	53	33
SD3-Medium 2026.05	45	43	50	52	41	53	33
OpenUni-B 2026.01	43	37	45	58	39	50	30
Ovis-U1 2026.05	42	36	46	64	35	52	28
Liquid 2026.01	41	38	42	53	36	47	30
NEO-unify 2026.05	41	-	-	-	-	-	-
Lumina-DiMOO 2026.04	40	35	43	59	31	49	34
Lumina-DiMOO 2026.05	40	35	43	59	31	49	34
Emu3-Gen 2026.04	39	34	45	48	41	45	27
Janus-Pro 2026.02	35	30	37	49	36	42	26
Janus-Pro 2026.04	35	30	37	49	36	42	26
Janus-Pro 2026.05	35	30	37	49	36	42	26