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Text-to-Image Generation on WISE (test)

80Overall ScoreGPT-4o
20.7236.1151.566.89May 20, 2025Jul 18, 2025Sep 16, 2025Nov 15, 2025Jan 14, 2026Mar 15, 2026May 14, 2026

Evaluation results

MethodLinks
GPT-4oType=Unified2025.0580817189837974
GPT-4oAccess=Closed-source2026.0280817189837974
GPT-4o2026.0580817189837974
Seedream 4.0Access=Closed-source2026.0278787385798467
UniReasonProtocol=Unified Understanding and Generation, Reasoning Strategy=Reasoning and refinement2026.0278806879778381
IRGProtocol=Unified Understanding and Generation, Reasoning Strategy=Reasoning and refinement2026.0277787276818278
CLVRModel size=9B2026.0576767383767967
UniCoTProtocol=Unified Understanding and Generation, Reasoning Strategy=Reasoning and refinement2026.0275767076738173
CLVRModel size=4B2026.0574737283738064
MindOmniProtocol=Unified Understanding and Generation, Reasoning Strategy=Textual reasoning only2026.0271757076767252
BAGELType=Unified, Self-CoT=true2025.0570766975657558
BAGELProtocol=Unified Understanding and Generation, Reasoning Strategy=Textual reasoning only2026.0270766975657558
LongCat-Image2026.0565666172667249
Uni-CoT2026.0565666079646760
BLIP3-oProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.0262——————
Qwen-ImageProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.0262626377577540
Qwen-Image2026.0562626377577540
Hunyuan-Image 3.0Protocol=Unified Understanding and Generation, Reasoning Strategy=None2026.0257585770566331
Hunyuan-Image 3.02026.0557585770566331
MetaQuery-XLType=Unified2025.0555565562496341
MetaQuery-XLProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.0255565562496341
UniWorld-V1Protocol=Unified Understanding and Generation, Reasoning Strategy=None2026.0255535573455941
T2I-R1Protocol=Unified Understanding and Generation, Reasoning Strategy=Textual reasoning only2026.0254565563545530
T2I-R12026.0554565563545530
BAGELType=Unified, Self-CoT=false2025.0552445568446039
BAGEL2026.0552445568446039
FLUX.2 9B [Klein] baseModel size=9B, Variant=Klein base2026.0552465666506242
FLUX.1-devType=Gen. Only2025.0550485862425135
FLUX.1-dev2026.0550485862425135
playground-v2.5Type=Gen. Only2025.0549495855434833
PixArt-AlphaType=Gen. Only2025.0547455048495634
OmniGen2Protocol=Unified Understanding and Generation, Reasoning Strategy=None2026.0247425264435034
SD3.5-largeType=Gen. Only2025.0546445058445231
SD3.5-Large2026.0546445058445231
FLUX.2 4B [Klein] baseModel size=4B, Variant=Klein base2026.0544374660415536
SDXLType=Gen. Only2025.0543434847444527
HarmonProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.0241384852374429
Emu3Type=Unified2025.0539344548414527
Show-o-512Type=Unified2025.0535284048304630
Janus-Pro-7BType=Unified2025.0535303749364226
Show-oProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.0235284048304630
Janus ProProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.0235303749364226
SDv1.5Type=Gen. Only2025.0532343532282921
VILA-UType=Unified2025.0531263337353923
JanusType=Unified2025.0523162635283014