Satellite Image Generation on Git-Spatial 15k
17.46FIDTerraDiT-Ω-XL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TerraDiT-Ω-XLCondition=T + B + L, Zero-shot=true2026.06 | 17.46 | 0.362 | — | — | 4.16 | |
| TerraDiT-Ω-XLCondition=T + Ω + L, Zero-shot=true2026.06 | 17.54 | 0.3614 | — | — | 4.15 | |
| TerraDiT-Ω-XLCondition=T + P + L, Zero-shot=true2026.06 | 17.83 | 0.3632 | — | — | 4.22 | |
| GeoDiT-XL/2-ΣCondition=T + P + L2026.03 | 19.18 | 0.3652 | 34.97 | 0.2902 | — | |
| TerraDiT-Σ-XLCondition=T + P + L, Zero-shot=true2026.06 | 19.18 | 0.3652 | — | — | 11.36 | |
| GeoDiT-XL/2-αCondition=T2026.03 | 20.33 | 0.3863 | 33.16 | 0.2849 | — | |
| TerraDiT-α-XLCondition=T, Zero-shot=true2026.06 | 20.33 | 0.3863 | — | — | 4.1 | |
| Text2Earth*Condition=T2026.03 | 49.91 | 0.3926 | 32.19 | 0.2743 | — | |
| Text2Earth*Condition=T, Zero-shot=true2026.06 | 49.91 | 0.3926 | — | — | 5.33 | |
| GLIGENCondition=T + B, Zero-shot=true2026.06 | 84.74 | 0.461 | — | — | 7.35 | |
| GeoSynthCondition=T2026.03 | 85.8 | 0.4384 | 24.58 | 0.2521 | — | |
| GeoSynthCondition=T, Zero-shot=true2026.06 | 85.8 | 0.4384 | — | — | 31.53 | |
| CRS-DiffCondition=T2026.03 | 93.13 | 0.4644 | 23.06 | 0.2715 | — | |
| CRS-DiffCondition=T, Zero-shot=true2026.06 | 93.13 | 0.4644 | — | — | 7.69 | |
| GeoSynth-OSMCondition=T + O2026.03 | 110.72 | 0.4374 | 21.35 | 0.2011 | — | |
| GeoSynth-OSMCondition=T + O, Zero-shot=true2026.06 | 110.72 | 0.4374 | — | — | 30.3 | |
| AeroGenCondition=T + B, Zero-shot=true2026.06 | 122.86 | 0.4956 | — | — | 23.91 | |
| PixArt-Σ-XL/2Condition=T2026.03 | 135.27 | 0.5435 | 22.71 | 0.2683 | — | |
| PixArt-Σ-XLCondition=T, Zero-shot=true2026.06 | 135.27 | 0.5435 | — | — | 15.77 | |
| SD 3Condition=T2026.03 | 149.34 | 0.5353 | 20 | 0.2691 | — | |
| SD 3Condition=T, Zero-shot=true2026.06 | 149.34 | 0.5353 | — | — | 23.37 | |
| InstanceDiffusionCondition=T + B, Zero-shot=true2026.06 | 149.42 | 0.6141 | — | — | 26.6 | |
| PixArt-α-XL/2Condition=T2026.03 | 158.98 | 0.5261 | 17.38 | 0.2525 | — | |
| PixArt-α-XLCondition=T, Zero-shot=true2026.06 | 158.98 | 0.5261 | — | — | 20.13 | |
| DiffusionSatCondition=T + L2026.03 | 164.79 | 0.554 | 21.66 | 0.243 | — | |
| DiffusionSatCondition=T + L, Zero-shot=true2026.06 | 164.79 | 0.554 | — | — | 50.02 | |
| VQVAECondition=T2026.03 | 204.13 | 0.5695 | 20.74 | 0.245 | — | |
| MHN-VQVAECondition=T, Zero-shot=true2026.06 | 204.13 | 0.5695 | — | — | 42 | |
| VectorSynthCondition=T + O, Zero-shot=true2026.06 | 204.16 | 0.4386 | — | — | 72.35 | |
| GeoRSSDCondition=T2026.03 | 206.74 | 0.5564 | 24.43 | 0.2549 | — | |
| GeoRSSDCondition=T, Zero-shot=true2026.06 | 206.74 | 0.5564 | — | — | 45.02 | |
| SDXLCondition=T2026.03 | 221.76 | 0.5845 | 25.97 | 0.2389 | — | |
| SDXLCondition=T, Zero-shot=true2026.06 | 221.76 | 0.5845 | — | — | 32.06 | |
| VQGANCondition=T2026.03 | 270.86 | 0.5102 | 17.47 | 0.1865 | — | |
| MHN-VQGANCondition=T, Zero-shot=true2026.06 | 270.86 | 0.5102 | — | — | 37.57 | |
| AeroGenCondition=T + B, Training Set=DIOR/-R, Images=45K, Params=907M2026.06 | — | — | 25.35 | 0.2134 | — | |
| CRS-DiffCondition=T, Training Set=RSICD/fMoW/MillionAID, Images=1.1M, Params=860M2026.06 | — | — | 23.06 | 0.2715 | — | |
| DiffusionSatCondition=T + L, Training Set=fMoW/Satlas/SpaceNet, Images=2M, Params=880M2026.06 | — | — | 21.66 | 0.243 | — | |
| GeoRSSDCondition=T, Training Set=RS5M, Images=5M, Params=866M2026.06 | — | — | 24.43 | 0.2549 | — | |
| GeoSynthCondition=T, Training Set=Internal, Images=45K, Params=866M2026.06 | — | — | 24.58 | 0.2521 | — | |
| GeoSynth-OSMCondition=T + O, Training Set=Internal, Images=45K, Params=1.23B2026.06 | — | — | 21.35 | 0.2011 | — | |
| GLIGENCondition=T + B, Training Set=LVIS/GoldG/O365/SBU/CC3M, Images=7M, Params=1.07B2026.06 | — | — | 21.09 | 0.2751 | — | |
| InstanceDiffusionCondition=T + B, Training Set=Internal, Images=5M, Params=1.23B2026.06 | — | — | 12.03 | 0.2119 | — | |
| MHN-VQGANCondition=T, Training Set=RSICD, Images=9K, Params=116M2026.06 | — | — | 17.47 | 0.1865 | — | |
| MHN-VQVAECondition=T, Training Set=RSICD, Images=9K, Params=29M2026.06 | — | — | 20.74 | 0.245 | — | |
| PixArt-α-XLCondition=T, Training Set=ImageNet/SAM/Internal, Images=25M, Params=611M2026.06 | — | — | 17.38 | 0.2525 | — | |
| PixArt-Σ-XLCondition=T, Training Set=Internal, Images=33M, Params=611M2026.06 | — | — | 22.71 | 0.2683 | — | |
| SD 3Condition=T, Training Set=Internal, Images=N/A, Params=2B2026.06 | — | — | 20 | 0.2691 | — | |
| SDXLCondition=T, Training Set=Internal, Images=N/A, Params=2.6B2026.06 | — | — | 25.97 | 0.2389 | — | |
| TerraDiT-α-XLCondition=T, Training Set=Git-10M, Images=2M, Params=836M2026.06 | — | — | 33.16 | 0.2849 | — | |
| TerraDiT-Σ-XLCondition=T + P + L, Training Set=Git-10M/OSM, Images=2M, Params=1.12B2026.06 | — | — | 34.97 | 0.2902 | — | |
| TerraDiT-Ω-XLCondition=T + P + L, Training Set=Git-10M/OSM, Images=2M, Params=1.18B2026.06 | — | — | 34.24 | 0.2761 | — | |
| TerraDiT-Ω-XLCondition=T + B + L, Training Set=Git-10M/OSM, Images=2M, Params=1.18B2026.06 | — | — | 34.27 | 0.2763 | — | |
| TerraDiT-Ω-XLCondition=T + Ω + L, Training Set=Git-10M/OSM, Images=2M, Params=1.18B2026.06 | — | — | 34.21 | 0.2761 | — | |
| Text2Earth*Condition=T, Training Set=Git-10M, Images=10M, Params=867M2026.06 | — | — | 32.19 | 0.2743 | — | |
| VectorSynthCondition=T + O, Training Set=OSM-Polygon, Images=20K, Params=1.23B2026.06 | — | — | 21.1 | 0.2646 | — |