Text-to-Image Generation on MS-COCO 5K prompts 2014 (val)
27.49FIDWanda
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WandaBase Model=SD 3.5-large, Sparsity (%)=50%2025.10 | 27.49 | 0.3123 | 0.4215 | |
| OBS-DiffBase Model=SD 3.5-large, Sparsity (%)=60%2025.10 | 29.15 | 0.3119 | 0.3984 | |
| OBS-DiffBase Model=SD 3.5-large, Sparsity (%)=50%2025.10 | 29.61 | 0.3142 | 0.6146 | |
| Dense ModelBase Model=SD 3.5-Large, Sparsity Pattern=None (Dense)2025.10 | 31.59 | 0.3156 | 0.7549 | |
| Dense ModelBase Model=SD 3.5-large, Sparsity (%)=0%2025.10 | 31.59 | 0.3156 | 0.7549 | |
| WandaBase Model=SD 3.5-Large, Sparsity Pattern=2:4 semi-structured, Pruning Range=3rd through 25th MMDiT blocks2025.10 | 32.08 | 0.3036 | -0.1363 | |
| OBS-DiffBase Model=SD 3.5-Large, Sparsity Pattern=2:4 semi-structured, Pruning Range=3rd through 25th MMDiT blocks2025.10 | 32.13 | 0.3129 | 0.4493 | |
| DSnoTBase Model=SD 3.5-Large, Sparsity Pattern=2:4 semi-structured, Pruning Range=3rd through 25th MMDiT blocks2025.10 | 32.4 | 0.3069 | 0.0307 | |
| DSnoTBase Model=SD 3.5-large, Sparsity (%)=50%2025.10 | 32.82 | 0.3113 | 0.2323 | |
| MagnitudeBase Model=SD 3.5-large, Sparsity (%)=50%2025.10 | 35.21 | 0.3052 | 0.1465 | |
| WandaBase Model=Flux 1.dev, Sparsity (%)=60%2025.10 | 37.65 | 0.3086 | 0.7576 | |
| Dense ModelBase Model=Flux 1.dev, Sparsity (%)=0%2025.10 | 39.16 | 0.311 | 0.9661 | |
| OBS-DiffBase Model=Flux 1.dev, Sparsity (%)=60%2025.10 | 39.4 | 0.3075 | 0.7777 | |
| OBS-DiffBase Model=Flux 1.dev, Sparsity (%)=70%2025.10 | 39.79 | 0.2986 | 0.3697 | |
| DSnoTBase Model=Flux 1.dev, Sparsity (%)=60%2025.10 | 41.55 | 0.3095 | 0.7111 | |
| MagnitudeBase Model=Flux 1.dev, Sparsity (%)=60%2025.10 | 42.06 | 0.2974 | -0.1945 | |
| DSnoTBase Model=Flux 1.dev, Sparsity (%)=70%2025.10 | 44.35 | 0.297 | -0.3459 | |
| MagnitudeBase Model=SD 3.5-Large, Sparsity Pattern=2:4 semi-structured, Pruning Range=3rd through 25th MMDiT blocks2025.10 | 45.39 | 0.2945 | -0.4705 | |
| WandaBase Model=SD 3.5-large, Sparsity (%)=60%2025.10 | 48.8 | 0.2859 | -0.6402 | |
| WandaBase Model=Flux 1.dev, Sparsity (%)=70%2025.10 | 49.68 | 0.2957 | -0.1046 | |
| DSnoTBase Model=SD 3.5-large, Sparsity (%)=60%2025.10 | 81.99 | 0.2706 | -1.3198 | |
| MagnitudeBase Model=SD 3.5-large, Sparsity (%)=60%2025.10 | 156.21 | 0.2302 | -2.0296 | |
| MagnitudeBase Model=Flux 1.dev, Sparsity (%)=70%2025.10 | 251.58 | 0.2104 | -2.2271 |