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ResearchFormerly WizWand

Image Generation on ImageNet 50k samples

2.06FIDSiT-XL
-0.663617.720736.10554.4893May 22, 2024Sep 7, 2024Dec 25, 2024Apr 12, 2025Jul 30, 2025Nov 15, 2025Mar 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SiT-XLParams(M)=675, Training Steps=7M, cfg=1.52024.052.06
ComboStocParams(M)=673, Training Steps=3.1M, cfg=1.52024.052.14
DiT-XLParams(M)=675, Training Steps=7M, cfg=1.52024.052.27
Dual-Solver-RNFE=9, Type=trajectory regression-based2026.032.32
DS-SolverNFE=92026.032.41
BNS-SolverNFE=92026.032.44
Dual-Solver-RNFE=8, Type=trajectory regression-based2026.032.44
DS-SolverNFE=82026.032.48
Dual-Solver-CNFE=9, Type=classification-based2026.032.6
BNS-SolverNFE=82026.032.66
DS-SolverNFE=72026.032.7
Dual-Solver-CNFE=8, Type=classification-based2026.032.7
Dual-Solver-RNFE=7, Type=trajectory regression-based2026.032.77
Dual-Solver-CNFE=7, Type=classification-based2026.032.77
ComboStocParams(M)=673, Training Steps=800K, cfg=1.52024.052.85
DPM-Solver++NFE=92026.032.89
Dual-Solver-CNFE=6, Type=classification-based2026.032.97
Dual-Solver-CNFE=5, Type=classification-based2026.033.09
DPM-Solver++NFE=82026.033.15
BNS-SolverNFE=72026.033.43
DS-SolverNFE=62026.033.49
DPM-Solver++NFE=72026.033.65
Dual-Solver-RNFE=6, Type=trajectory regression-based2026.033.75
Dual-Solver-CNFE=4, Type=classification-based2026.033.76
DPM-Solver++NFE=62026.034.74
BNS-SolverNFE=62026.035.02
DS-SolverNFE=52026.035.64
DDIMNFE=92026.035.78
Dual-Solver-CNFE=3, Type=classification-based2026.036.81
DDIMNFE=82026.037.01
Dual-Solver-RNFE=5, Type=trajectory regression-based2026.037.49
DPM-Solver++NFE=52026.037.85
DDIMNFE=72026.039.03
BNS-SolverNFE=52026.0310.31
ComboStocParams(M)=673, Training Steps=800K2024.0511.41
DS-SolverNFE=42026.0311.6
DDIMNFE=62026.0312.55
SiT-XLParams(M)=675, Training Steps=800K2024.0512.6
DiT-XLParams(M)=675, Training Steps=800K2024.0514.3
Dual-Solver-RNFE=4, Type=trajectory regression-based2026.0314.43
ComboStocParams(M)=673, Training Steps=400K2024.0515.69
SiT-XLParams(M)=675, Training Steps=400K2024.0517.2
DiT-XLParams(M)=675, Training Steps=400K2024.0519.5
DPM-Solver++NFE=42026.0319.53
DDIMNFE=52026.0319.7
BNS-SolverNFE=42026.0326.64
DS-SolverNFE=32026.0334.15
DDIMNFE=42026.0335.98
Dual-Solver-RNFE=3, Type=trajectory regression-based2026.0345.53
BNS-SolverNFE=32026.0357.88
DPM-Solver++NFE=32026.0363.24
DDIMNFE=32026.0370.15