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SotA/Audio/1 Image, 2*2 Stitchi/GenEval

1 Image, 2*2 Stitchi on GenEval

Metric: Overall (higher is better)

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#Model↕Overall▼Extra DataPaperDate↕Code
1SD3.5-Medium+Flow-GRPO0.95NoFlow-GRPO: Training Flow Matching Models via Onl...2025-05-08Code
2UniWorld-V1 (Rewrite)0.84NoUniWorld-V1: High-Resolution Semantic Encoders f...2025-06-03Code
3MindOmni0.83NoMindOmni: Unleashing Reasoning Generation in Vis...2025-05-19Code
4UniWorld-V10.8NoUniWorld-V1: High-Resolution Semantic Encoders f...2025-06-03Code
5SANA-1.5 4.8B (+ Inference Scaling)0.8NoSANA 1.5: Efficient Scaling of Training-Time and...2025-01-30Code
6Janus-Pro-7B0.8NoJanus-Pro: Unified Multimodal Understanding and ...2025-01-29Code
7MetaQuery-XL (Rewrite)0.8NoTransfer between Modalities with MetaQueries2025-04-08-
8Show-o [xie2024show] PARM It. DPO PARM0.77NoCan We Generate Images with CoT? Let's Verify an...2025-01-23Code
9Show-o [xie2024show] Ft. ORM It. DPO Ft. ORM0.75NoCan We Generate Images with CoT? Let's Verify an...2025-01-23Code
10Janus-Pro-1B0.73NoJanus-Pro: Unified Multimodal Understanding and ...2025-01-29Code
11Lumina-Image 2.00.73NoLumina-Image 2.0: A Unified and Efficient Image ...2025-03-27Code
12SANA-1.5 4.8B0.72NoSANA 1.5: Efficient Scaling of Training-Time and...2025-01-30Code
13Fluid (10.5B)0.69NoFluid: Scaling Autoregressive Text-to-image Gene...2024-10-17Code
14Und. and Gen. Show-o (Ours)0.68NoShow-o: One Single Transformer to Unify Multimod...2024-08-22Code
15Emu30.66NoEmu3: Next-Token Prediction is All You Need2024-09-27Code
16SnapGen0.66NoSnapGen: Taming High-Resolution Text-to-Image Mo...2024-12-12-
17JanusFlow0.63NoJanusFlow: Harmonizing Autoregression and Rectif...2024-11-12Code
18PixArt-Σ0.53NoPixArt-Σ: Weak-to-Strong Training of Diffusion T...2024-03-07Code
19DiffMoE-E16-T2I-Flow (w SFT)0.51NoDiffMoE: Dynamic Token Selection for Scalable Di...2025-03-18-
20PIXART-δ0No--Code