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ResearchFormerly WizWand

Video Generation on Paired Fundus CF-to-FFA (test)

1,503.21FVDFundus2Video
1,466.91681,711.89591,956.8752,201.8541Aug 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Fundus2VideoMask Type=Knowledge M, Mask-enhanced PatchNCE loss Lp=true, PatchNCE loss-boost LMasked P=true, Knowledge-boost attention Latt=true, Knowledge-aware discriminators=true2024.081,503.210.381411.810.2001
Fundus2VideoMask Type=Knowledge M, Mask-enhanced PatchNCE loss Lp=true, PatchNCE loss-boost LMasked P=true, Knowledge-boost attention Latt=false, Knowledge-aware discriminators=false2024.081,527.940.373811.760.2093
Fundus2VideoMask Type=GT Lesion Seg M, Mask-enhanced PatchNCE loss Lp=true, PatchNCE loss-boost LMasked P=true, Knowledge-boost attention Latt=true, Knowledge-aware discriminators=true2024.081,586.350.368811.230.2136
Fundus2VideoMask Type=Knowledge M, Mask-enhanced PatchNCE loss Lp=true, PatchNCE loss-boost LMasked P=false, Knowledge-boost attention Latt=false, Knowledge-aware discriminators=false2024.081,611.210.362511.410.2162
Fundus2VideoMask Type=Knowledge M, Mask-enhanced PatchNCE loss Lp=false, PatchNCE loss-boost LMasked P=false, Knowledge-boost attention Latt=false, Knowledge-aware discriminators=true2024.081,664.420.344211.360.2166
Fundus2VideoMask Type=Knowledge M, Mask-enhanced PatchNCE loss Lp=false, PatchNCE loss-boost LMasked P=false, Knowledge-boost attention Latt=true, Knowledge-aware discriminators=false2024.081,701.30.369411.20.2133
Fundus2VideoMask Type=Knowledge M, Mask-enhanced PatchNCE loss Lp=false, PatchNCE loss-boost LMasked P=false, Knowledge-boost attention Latt=false, Knowledge-aware discriminators=false2024.081,804.250.322511.110.2213
ConsistI2VMask Type=None, Mask-enhanced PatchNCE loss Lp=false, PatchNCE loss-boost LMasked P=false, Knowledge-boost attention Latt=false, Knowledge-aware discriminators=false2024.082,108.330.266210.710.2498
Seg2VidMask Type=None, Mask-enhanced PatchNCE loss Lp=false, PatchNCE loss-boost LMasked P=false, Knowledge-boost attention Latt=false, Knowledge-aware discriminators=false2024.082,302.150.29310.230.2451
Med-ddpmMask Type=None, Mask-enhanced PatchNCE loss Lp=false, PatchNCE loss-boost LMasked P=false, Knowledge-boost attention Latt=false, Knowledge-aware discriminators=false2024.082,410.540.230510.590.2513