Image Generation on WISE legacy (test)
86Cultural ScoreRS-Gen
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RS-GenParadigm=Visual Generation Agent, Evaluation Model=gpt-4o-2024-05-13, Base Model=Qwen-Image2026.06 | 86 | 74 | 88 | 85 | 83 | 74 | 83 | |
| GenEvolveParadigm=Visual Generation Agent, Evaluation Model=gpt-4o-2024-05-132026.06 | 84 | 74 | 87 | 83 | 81 | 83 | 82 | |
| Mind-BrushParadigm=Visual Generation Agent, Evaluation Model=gpt-4o-2024-05-132026.06 | 83 | 69 | 84 | 71 | 85 | 68 | 78 | |
| GPT-4oParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 81 | 71 | 89 | 83 | 79 | 74 | 80 | |
| Gen-Searcher-8B + Qwen-ImageParadigm=Visual Generation Agent, Evaluation Model=gpt-4o-2024-05-132026.06 | 80 | 71 | 82 | 76 | 74 | 75 | 77 | |
| GenAgentParadigm=Visual Generation Agent, Evaluation Model=gpt-4o-2024-05-132026.06 | 78 | 67 | 78 | 72 | 77 | 55 | 72 | |
| DeepGen1.0Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 72 | 81 | 70 | 67 | 82 | 66 | 73 | |
| LongCat-ImageParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 66 | 61 | 72 | 66 | 72 | 49 | 65 | |
| NextFlow-RLParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 63 | 63 | 77 | 58 | 67 | 39 | 62 | |
| Qwen-ImageParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 62 | 63 | 77 | 57 | 75 | 40 | 62 | |
| UniWorld-V2Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 60 | 61 | 70 | 53 | 64 | 32 | 58 | |
| Manzano-30BParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 58 | 50 | 65 | 50 | 55 | 32 | 54 | |
| Hunyuan-Image 3.0Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 58 | 57 | 70 | 56 | 63 | 31 | 57 | |
| MetaQuery-XLParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 56 | 55 | 62 | 49 | 63 | 41 | 55 | |
| UniWorld-V1Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 53 | 55 | 73 | 45 | 59 | 41 | 55 | |
| OpenUni-L-512Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 51 | 49 | 64 | 48 | 63 | 35 | 52 | |
| playground-v2.5Paradigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 49 | 58 | 55 | 43 | 48 | 33 | 49 | |
| OpenUni-L-1024Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 49 | 53 | 69 | 49 | 56 | 39 | 52 | |
| FLUX.1-devParadigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 48 | 58 | 62 | 42 | 51 | 35 | 50 | |
| PixArt-AlphaParadigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 45 | 50 | 48 | 49 | 56 | 34 | 47 | |
| SD-3.5-LargeParadigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 44 | 50 | 58 | 44 | 52 | 31 | 46 | |
| BAGELParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 44 | 55 | 68 | 44 | 60 | 39 | 52 | |
| SD-XL-base-0.9Paradigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 43 | 48 | 47 | 44 | 45 | 27 | 43 | |
| SD-3.5-MediumParadigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 43 | 50 | 52 | 41 | 53 | 33 | 45 | |
| SD-3-mediumParadigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 42 | 44 | 48 | 39 | 47 | 29 | 42 | |
| Manzano-3BParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 42 | 51 | 59 | 45 | 51 | 32 | 46 | |
| FLUX.1-schnellParadigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 39 | 44 | 50 | 31 | 44 | 26 | 40 | |
| LiquidParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 38 | 42 | 53 | 36 | 47 | 30 | 41 | |
| Harmon-1.5BParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 38 | 48 | 52 | 37 | 44 | 29 | 41 | |
| OpenUni-B-512Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 37 | 45 | 58 | 39 | 50 | 30 | 43 | |
| SD-v1-5Paradigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 34 | 35 | 32 | 28 | 29 | 21 | 32 | |
| Emu3Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 34 | 45 | 48 | 41 | 45 | 27 | 39 | |
| SD-2-1Paradigm=Dedicated T2I, Evaluation Model=gpt-4o-2024-05-132026.06 | 30 | 38 | 35 | 33 | 34 | 21 | 32 | |
| Janus-Pro-7BParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 30 | 37 | 49 | 36 | 42 | 26 | 35 | |
| show-oParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 28 | 36 | 40 | 23 | 33 | 22 | 30 | |
| show-o-512Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 28 | 40 | 48 | 30 | 46 | 30 | 35 | |
| vila-u-7b-256Paradigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 26 | 33 | 37 | 35 | 39 | 23 | 31 | |
| Orthus-7B-instructParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 23 | 31 | 38 | 28 | 31 | 20 | 27 | |
| Janus-Pro-1BParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 20 | 28 | 45 | 24 | 32 | 16 | 26 | |
| Janus-1.3BParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 16 | 26 | 35 | 28 | 30 | 14 | 23 | |
| JanusFlow-1.3BParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 13 | 26 | 28 | 20 | 19 | 11 | 18 | |
| Orthus-7B-baseParadigm=Unify MLLM, Evaluation Model=gpt-4o-2024-05-132026.06 | 7 | 10 | 12 | 15 | 15 | 10 | 10 |