World Knowledge Image Generation on WISE

89Overall ScoreNano Banana

Evaluation results

Method
Nano Banana2026.02	89	89	87	95	89	89	79
Nano Banana2026.03	89	89	87	95	89	89	79
Nano Banana Pro2026.02	87	89	80	89	88	86	85
Nano Banana-Pro2026.03	87	89	80	89	88	86	85
GenEvolve + Qwen-Image-Edit2026.05	82	84	74	87	83	81	83
GPT-Image-12026.02	80	81	71	89	83	79	74
GPT 4o2026.01	80	81	71	89	83	79	74
GPT-4o2025.11	80	81	71	89	83	79	74
GPT-Image-12026.03	80	81	71	89	83	79	74
GPT-4o2026.05	80	81	71	89	83	79	74
Dual-GRPO (Qwen2.5-VL)2026.01	79	80	74	83	81	85	66
Mind-Brush2026.02	78	83	69	84	71	85	68
Mind-Brush2026.05	78	83	69	84	71	85	68
Gen-Searcher-8B2026.03	77	80	71	82	76	74	75
Unify-Agent2026.03	77	82	75	74	72	73	70
Gen-Searcher-8B + Qwen-Image2026.05	77	80	71	82	76	74	75
Uni-CoT2026.01	75	76	70	76	73	81	73
Qwen2.5-VL (SFT)2026.01	74	76	66	79	74	84	65
DeepGen1.02026.05	73	72	81	70	67	82	66
GenAgent2026.02	72	78	67	78	72	77	55
Multimodal RWR2026.01	72	76	69	77	64	77	66
GenAgent2026.05	72	78	67	78	72	77	55
BAGEL2026.02	70	76	69	75	65	75	58
Bagel w/CoT2026.01	70	76	69	75	65	75	58
BAGEL Multimodal2026.01	70	76	69	75	65	75	58
Image RWR2026.01	70	73	67	74	64	80	65
Self-Rewrite2025.11	70	76	69	75	65	75	58
BAGEL+CoT2026.03	70	76	69	75	65	75	58
Image-Only SFT2026.01	69	75	67	77	61	74	60
Text RWR2026.01	69	73	65	75	60	80	63
Multimodal SFT2026.01	68	70	64	72	60	77	65
T2G (w/o SFT+GRPO)2026.01	65	68	58	77	62	76	41
LongCat-Image2026.03	65	66	61	72	66	72	49
LongCat-Image2026.05	65	66	61	72	66	72	49
ImAgent2025.11	63	63	63	72	59	69	53
Qwen-Image2026.02	62	62	63	77	57	75	40
BLIP3-o2026.01	62	—	—	—	—	—	—
Qwen-Image2026.03	62	62	63	77	57	75	40
Qwen-Image2026.03	62	62	63	77	57	75	40
Qwen-Image2026.05	62	62	63	77	57	75	40
NextFlow-RL2026.05	62	63	63	77	58	67	39
Qwen-Image2026.01	61	62	63	78	55	67	35
HunyuanImage-3.02026.01	58	58	57	72	56	68	35
UniWorld-V22026.05	58	60	61	70	53	64	32
HunyuanImage-3.02026.03	57	58	57	70	56	63	31
Hunyuan-Image-3.02026.03	57	58	57	70	56	63	31
Hunyuan-Image 3.02026.05	57	58	57	70	56	63	31
MetaQuery-XL2025.11	55	56	55	62	49	63	41
MetaQuery-XL2026.03	55	56	55	62	49	63	41
UniWorld-V12026.03	55	53	55	73	45	59	41
T2I-R12026.01	54	56	55	63	54	55	30
T2I-R12026.01	54	56	55	63	54	55	30
BAGEL2026.02	52	44	55	68	44	60	39
BAGEL Image-Only2026.01	52	44	55	68	44	60	39
Vanilla2025.11	52	44	55	68	44	60	39
BLIP3o-8B2026.03	52	49	51	63	54	63	37
BAGEL2026.03	52	44	55	68	44	60	39
FLUX.1-dev2026.02	50	48	58	62	42	51	35
FLUX.1-dev2026.01	50	48	58	62	42	51	35
FLUX.1[dev]2026.01	50	48	58	62	42	51	35
FLUX.1-dev2025.11	50	48	58	62	42	51	35
FLUX.1-dev2026.03	50	48	58	62	42	51	35
FLUX.1-dev2026.03	50	48	58	62	42	51	35
FLUX.1-dev2026.05	50	48	58	62	42	51	35
playground-v2.52025.11	49	49	58	55	43	48	33
playground-v2.52026.03	49	49	58	55	43	48	33
PixArt-Alpha2025.11	47	45	50	48	49	56	34
PixArt-Alpha2026.03	47	45	50	48	49	56	34
SD-3.5-large2026.02	46	44	50	58	44	52	31
SD-3.5-large2026.01	46	44	50	58	44	52	31
SD3.5 Large2026.01	46	44	50	58	44	52	31
SD3.5-large2025.11	46	44	50	58	44	52	31
SD-3.5-Large2026.03	46	44	50	58	44	52	31
SD-3.5-large2026.03	46	44	50	58	44	52	31
SD-3.5-Large2026.05	46	44	50	58	44	52	31
SD-3.5-medium2026.02	45	43	50	52	41	53	33
SD-3.5-medium2026.01	45	43	50	52	41	53	33
SD-3.5-Medium2026.03	45	43	50	52	41	53	33
SD-3.5-medium2026.03	45	43	50	52	41	53	33
SD-3.5-Medium2026.05	45	43	50	52	41	53	33
ImAgent2025.11	44	44	46	55	45	50	27
SD-XL-base2026.02	43	43	48	47	44	45	27
SD XL2026.01	43	43	48	47	44	45	27
SDXL2025.11	43	43	48	47	44	45	27
SD-XL-base-0.92026.03	43	43	48	47	44	45	27
SD-3-Medium2026.03	42	42	44	48	39	47	29
SD-3-medium2026.03	42	42	44	48	39	47	29
SD-3-Medium2026.05	42	42	44	48	39	47	29
FLUX.1-schnell2026.03	40	39	44	50	31	44	26
FLUX.1-schnell2026.03	40	39	44	50	31	44	26
FLUX.1-schnell2026.05	40	39	44	50	31	44	26
Emu32025.11	39	34	45	48	41	45	27
Emu32026.03	39	34	45	48	41	45	27
Emu32026.03	39	34	45	48	41	45	27
Emu32026.05	39	34	45	48	41	45	27
Janus-Pro-7B2026.01	35	30	37	49	36	42	26
Show-o2026.01	35	28	40	48	30	46	30
Janus-Pro-7B2026.01	35	30	37	49	36	42	26
Show-o2025.11	35	28	40	48	30	46	30
Vanilla2025.11	35	30	37	49	36	42	26