Class-conditional image generation on ImageNet-1K 512x512 (val)
1.88FIDsCD-XXL
Evaluation Results
| Method | Links | |
|---|---|---|
| sCD-XXLNFE=2, #Params=1.5B, #Epochs=9212026.02 | 1.88 | |
| EDM2-XXLNFE=63, #Params=1.5B, #Epochs=7342026.02 | 1.91 | |
| sCD-LNFE=2, #Params=778M, #Epochs=14342026.02 | 2.04 | |
| EDM2-LNFE=63, #Params=778M, #Epochs=14762026.02 | 2.06 | |
| DUMO-XL/2⊕DC-AENFE=2, #Params=679M, #Epochs=8402026.02 | 2.23 | |
| sCD-MNFE=2, #Params=498M, #Epochs=19972026.02 | 2.26 | |
| sCD-XXLNFE=1, #Params=1.5B, #Epochs=9212026.02 | 2.28 | |
| DiT-XL⊕DC-AENFE=250x2, #Params=675M, #Epochs=4002026.02 | 2.41 | |
| StyleGANNFE=1x2, #Params=168M2026.02 | 2.41 | |
| MaskDiTNFE=79x2, #Params=736M2026.02 | 2.5 | |
| sCD-LNFE=1, #Params=778M, #Epochs=14342026.02 | 2.55 | |
| EDM2-SNFE=63, #Params=280M, #Epochs=16782026.02 | 2.56 | |
| SiT-XL/2NFE=250x2, #Params=675M, #Epochs=6002026.02 | 2.62 | |
| VAR-d36-sNFE=10x2, #Params=2.3B, #Epochs=3502026.02 | 2.63 | |
| UCGM-XLNFE=1, #Params=675M, #Epochs=3602026.02 | 2.63 | |
| MeanFlow-XL/2⊕DC-AENFE=2, #Params=676M, #Epochs=8402026.02 | 2.73 | |
| sCD-MNFE=1, #Params=498M, #Epochs=19972026.02 | 2.75 | |
| DUMO-XL/4NFE=2, #Params=679M, #Epochs=3602026.02 | 2.76 | |
| DUMO-XL/2⊕DC-AENFE=1, #Params=679M, #Epochs=8402026.02 | 2.89 | |
| DiT-XL/2NFE=250x2, #Params=675M, #Epochs=6002026.02 | 3.04 | |
| MeanFlow-XL/4NFE=2, #Params=676M, #Epochs=3602026.02 | 3.41 | |
| DUMO-XL/4NFE=1, #Params=679M, #Epochs=3602026.02 | 3.47 | |
| sCT-XXLNFE=2, #Params=1.5B, #Epochs=7622026.02 | 3.76 | |
| U-ViT-H/4NFE=50x2, #Params=501M, #Epochs=4002026.02 | 4.05 | |
| MeanFlow-XL/4NFE=1, #Params=676M, #Epochs=3602026.02 | 4.21 | |
| sCT-XXLNFE=1, #Params=1.5B, #Epochs=7622026.02 | 4.29 | |
| sCT-LNFE=2, #Params=778M, #Epochs=12742026.02 | 4.65 | |
| sCT-LNFE=1, #Params=778M, #Epochs=12742026.02 | 5.15 | |
| sCT-MNFE=2, #Params=498M, #Epochs=18372026.02 | 5.53 | |
| sCT-MNFE=1, #Params=498M, #Epochs=18372026.02 | 5.84 | |
| MaskGITNFE=12, #Params=227M, #Epochs=3002026.02 | 7.32 | |
| ADM-GNFE=250x2, #Params=559M, #Epochs=3882026.02 | 7.72 | |
| BigGANNFE=1, #Params=160M2026.02 | 8.43 |