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ResearchFormerly WizWand

Text-to-Video generation on Wan 1.3B 2.1

0.193CLIPSIMQuantSparse
0.180520.183760.1870.19024Sep 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
QuantSparse#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.19378.350.05515.510.5110.324
QuantSparse#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.19381.090.57615.220.5020.338
Full Prec.#Bits (W/A)=16/16, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.19173.120———
Q-VDiT#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.19175.20.98212.060.4050.474
Q-VDiT+SVG#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.19155.920.94211.610.3840.508
QuaRot+Jenga#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.19132.832.14810.330.3460.578
QuaRot#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.1942.811.75410.710.3790.571
ViDiT-Q#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.1950.851.25311.020.3850.526
Q-VDiT#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.1956.452.2411.010.3940.565
QuaRot+SVG#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.1932.482.08810.580.370.576
Q-VDiT+Jenga#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18953.521.08711.210.3450.583
Q-VDiT+DFT#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18847.331.37711.060.3450.577
QuaRot+DFT#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18732.232.32910.320.360.583
ViDiT-Q#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18663.211.69811.240.3510.526
QuaRot#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18565.151.8711.720.3490.514
Q-VDiT+DFT#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18545.62.90710.030.3310.594
Q-VDiT+Jenga#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18547.61310.040.3340.596
SmoothQuant#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18440.572.00810.440.3530.574
QuaRot+Jenga#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18438.782.16511.320.3290.543
Q-VDiT+SVG#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18451.843.03510.070.3420.592
Q-DiT#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18339.212.12510.360.3510.577
QuaRot+DFT#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18336.792.29711.290.3210.546
QuaRot+SVG#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18341.931.9411.430.3310.541
PTQ4DiT#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18236.792.28710.20.3430.598
Q-DiT#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18232.572.76710.110.320.594
SmoothQuant#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18234.822.17410.20.3270.569
PTQ4DiT#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.090.18130.262.574100.3180.603