Text-to-Image Generation on WISE (test)
80Overall ScoreGPT-4o
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GPT-4oType=Unified2025.05 | 80 | 81 | 71 | 89 | 83 | 79 | 74 | |
| GPT-4oAccess=Closed-source2026.02 | 80 | 81 | 71 | 89 | 83 | 79 | 74 | |
| GPT-4o2026.05 | 80 | 81 | 71 | 89 | 83 | 79 | 74 | |
| Seedream 4.0Access=Closed-source2026.02 | 78 | 78 | 73 | 85 | 79 | 84 | 67 | |
| UniReasonProtocol=Unified Understanding and Generation, Reasoning Strategy=Reasoning and refinement2026.02 | 78 | 80 | 68 | 79 | 77 | 83 | 81 | |
| IRGProtocol=Unified Understanding and Generation, Reasoning Strategy=Reasoning and refinement2026.02 | 77 | 78 | 72 | 76 | 81 | 82 | 78 | |
| CLVRModel size=9B2026.05 | 76 | 76 | 73 | 83 | 76 | 79 | 67 | |
| UniCoTProtocol=Unified Understanding and Generation, Reasoning Strategy=Reasoning and refinement2026.02 | 75 | 76 | 70 | 76 | 73 | 81 | 73 | |
| CLVRModel size=4B2026.05 | 74 | 73 | 72 | 83 | 73 | 80 | 64 | |
| MindOmniProtocol=Unified Understanding and Generation, Reasoning Strategy=Textual reasoning only2026.02 | 71 | 75 | 70 | 76 | 76 | 72 | 52 | |
| BAGELType=Unified, Self-CoT=true2025.05 | 70 | 76 | 69 | 75 | 65 | 75 | 58 | |
| BAGELProtocol=Unified Understanding and Generation, Reasoning Strategy=Textual reasoning only2026.02 | 70 | 76 | 69 | 75 | 65 | 75 | 58 | |
| LongCat-Image2026.05 | 65 | 66 | 61 | 72 | 66 | 72 | 49 | |
| Uni-CoT2026.05 | 65 | 66 | 60 | 79 | 64 | 67 | 60 | |
| BLIP3-oProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.02 | 62 | — | — | — | — | — | — | |
| Qwen-ImageProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.02 | 62 | 62 | 63 | 77 | 57 | 75 | 40 | |
| Qwen-Image2026.05 | 62 | 62 | 63 | 77 | 57 | 75 | 40 | |
| Hunyuan-Image 3.0Protocol=Unified Understanding and Generation, Reasoning Strategy=None2026.02 | 57 | 58 | 57 | 70 | 56 | 63 | 31 | |
| Hunyuan-Image 3.02026.05 | 57 | 58 | 57 | 70 | 56 | 63 | 31 | |
| MetaQuery-XLType=Unified2025.05 | 55 | 56 | 55 | 62 | 49 | 63 | 41 | |
| MetaQuery-XLProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.02 | 55 | 56 | 55 | 62 | 49 | 63 | 41 | |
| UniWorld-V1Protocol=Unified Understanding and Generation, Reasoning Strategy=None2026.02 | 55 | 53 | 55 | 73 | 45 | 59 | 41 | |
| T2I-R1Protocol=Unified Understanding and Generation, Reasoning Strategy=Textual reasoning only2026.02 | 54 | 56 | 55 | 63 | 54 | 55 | 30 | |
| T2I-R12026.05 | 54 | 56 | 55 | 63 | 54 | 55 | 30 | |
| BAGELType=Unified, Self-CoT=false2025.05 | 52 | 44 | 55 | 68 | 44 | 60 | 39 | |
| BAGEL2026.05 | 52 | 44 | 55 | 68 | 44 | 60 | 39 | |
| FLUX.2 9B [Klein] baseModel size=9B, Variant=Klein base2026.05 | 52 | 46 | 56 | 66 | 50 | 62 | 42 | |
| FLUX.1-devType=Gen. Only2025.05 | 50 | 48 | 58 | 62 | 42 | 51 | 35 | |
| FLUX.1-dev2026.05 | 50 | 48 | 58 | 62 | 42 | 51 | 35 | |
| playground-v2.5Type=Gen. Only2025.05 | 49 | 49 | 58 | 55 | 43 | 48 | 33 | |
| PixArt-AlphaType=Gen. Only2025.05 | 47 | 45 | 50 | 48 | 49 | 56 | 34 | |
| OmniGen2Protocol=Unified Understanding and Generation, Reasoning Strategy=None2026.02 | 47 | 42 | 52 | 64 | 43 | 50 | 34 | |
| SD3.5-largeType=Gen. Only2025.05 | 46 | 44 | 50 | 58 | 44 | 52 | 31 | |
| SD3.5-Large2026.05 | 46 | 44 | 50 | 58 | 44 | 52 | 31 | |
| FLUX.2 4B [Klein] baseModel size=4B, Variant=Klein base2026.05 | 44 | 37 | 46 | 60 | 41 | 55 | 36 | |
| SDXLType=Gen. Only2025.05 | 43 | 43 | 48 | 47 | 44 | 45 | 27 | |
| HarmonProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.02 | 41 | 38 | 48 | 52 | 37 | 44 | 29 | |
| Emu3Type=Unified2025.05 | 39 | 34 | 45 | 48 | 41 | 45 | 27 | |
| Show-o-512Type=Unified2025.05 | 35 | 28 | 40 | 48 | 30 | 46 | 30 | |
| Janus-Pro-7BType=Unified2025.05 | 35 | 30 | 37 | 49 | 36 | 42 | 26 | |
| Show-oProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.02 | 35 | 28 | 40 | 48 | 30 | 46 | 30 | |
| Janus ProProtocol=Unified Understanding and Generation, Reasoning Strategy=None2026.02 | 35 | 30 | 37 | 49 | 36 | 42 | 26 | |
| SDv1.5Type=Gen. Only2025.05 | 32 | 34 | 35 | 32 | 28 | 29 | 21 | |
| VILA-UType=Unified2025.05 | 31 | 26 | 33 | 37 | 35 | 39 | 23 | |
| JanusType=Unified2025.05 | 23 | 16 | 26 | 35 | 28 | 30 | 14 |