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ResearchFormerly WizWand

Video Frame Interpolation on Vimeo90K septuplet

36.46PSNRVFI-Transformer
24.260827.427930.59533.7621Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
VFI-Transformerindexing_map=[D]2023.1136.4697.60.0796.082
VFI-Transformerindexing_map=[T]2023.1136.0997.40.0846.251
VFI-Transformerindexing_map=[D]u2023.1135.4396.40.0816.197
IFRNetIndexing=Distance-indexed [D, M], Multi-frame Fusion=true2023.1132.1195.80.0745.957
AMT-SIndexing=Distance-indexed [D, M], Multi-frame Fusion=true2023.1131.895.50.0726.056
RIFEIndexing=Distance-indexed [D, M], Multi-frame Fusion=true2023.1131.6395.20.0625.99
EMA-VFIIndexing=Distance-indexed [D, M], Multi-frame Fusion=true2023.1131.3195.10.0696.146
EMA-VFIParadigm=[D] Distance indexing, Inference Condition=Ground-truth distance guidance2023.1130.2994.20.0786.545
EMA-VFIIndexing=Distance-indexed [D], Multi-frame Fusion=false2023.1130.2994.20.0786.545
EMA-VFIIndexing=Time-indexed [T, M], Multi-frame Fusion=true2023.1129.8930.0866.597
AMT-SParadigm=[D] Distance indexing, Inference Condition=Ground-truth distance guidance2023.1129.6193.70.0866.656
AMT-SIndexing=Distance-indexed [D], Multi-frame Fusion=false2023.1129.6193.70.0866.656
EMA-VFIIndexing=Estimated Distance-indexed [D, M]e, Multi-frame Fusion=true2023.1129.4593.20.0846.313
EMA-VFIParadigm=[T] Traditional time indexing, Inference Condition=Ground-truth distance guidance2023.1129.4192.80.0866.736
EMA-VFIParadigm=[T] Traditional time indexing, Inference Condition=Uniform map [·]u2023.1129.4192.80.0866.736
EMA-VFIIndexing=Time-indexed [T], Multi-frame Fusion=false2023.1129.4192.80.0866.736
IFRNetParadigm=[D] Distance indexing, Inference Condition=Ground-truth distance guidance2023.1129.2593.10.086.342
IFRNetIndexing=Distance-indexed [D], Multi-frame Fusion=false2023.1129.2593.10.086.342
RIFEParadigm=[D] Distance indexing, Inference Condition=Ground-truth distance guidance2023.1129.292.90.0926.475
RIFEIndexing=Distance-indexed [D], Multi-frame Fusion=false2023.1129.292.90.0926.475
AMT-SParadigm=[D, R] Distance indexing + Iterative reference-based estimation, Inference Condition=Ground-truth distance guidance2023.1128.9193.10.0776.464
AMT-SIndexing=Time-indexed [T, M], Multi-frame Fusion=true2023.1128.9192.40.0946.598
RIFEParadigm=[D, R] Distance indexing + Iterative reference-based estimation, Inference Condition=Ground-truth distance guidance2023.1128.8492.60.0816.286
RIFEIndexing=Time-indexed [T, M], Multi-frame Fusion=true2023.1128.8492.20.0976.518
AMT-SIndexing=Estimated Distance-indexed [D, M]e, Multi-frame Fusion=true2023.1128.892.20.0846.223
IFRNetIndexing=Time-indexed [T, M], Multi-frame Fusion=true2023.1128.7591.80.0856.388
EMA-VFIIndexing=Estimated Distance-indexed [D]e, Multi-frame Fusion=false2023.1128.6791.90.0826.609
IFRNetParadigm=[D, R] Distance indexing + Iterative reference-based estimation, Inference Condition=Ground-truth distance guidance2023.1128.5592.50.0726.241
AMT-SParadigm=[T] Traditional time indexing, Inference Condition=Ground-truth distance guidance2023.1128.52920.1016.866
AMT-SParadigm=[T] Traditional time indexing, Inference Condition=Uniform map [·]u2023.1128.52920.1016.866
AMT-SIndexing=Time-indexed [T], Multi-frame Fusion=false2023.1128.52920.1016.866
RIFEIndexing=Estimated Distance-indexed [D, M]e, Multi-frame Fusion=true2023.1128.3492.80.0896.173
IFRNetIndexing=Estimated Distance-indexed [D, M]e, Multi-frame Fusion=true2023.1128.2891.90.0836.249
IFRNetParadigm=[T] Traditional time indexing, Inference Condition=Ground-truth distance guidance2023.1128.2691.50.0886.422
IFRNetParadigm=[T] Traditional time indexing, Inference Condition=Uniform map [·]u2023.1128.2691.50.0886.422
IFRNetIndexing=Time-indexed [T], Multi-frame Fusion=false2023.1128.2691.50.0886.422
RIFEIndexing=Estimated Distance-indexed [D]e, Multi-frame Fusion=false2023.1128.2592.30.0996.554
EMA-VFIParadigm=[D] Distance indexing, Inference Condition=Uniform map [·]u2023.1128.2491.20.0796.457
EMA-VFIIndexing=Distance-indexed [D]u, Multi-frame Fusion=false2023.1128.2491.20.0796.457
RIFEParadigm=[T] Traditional time indexing, Inference Condition=Ground-truth distance guidance2023.1128.2291.20.1056.663
RIFEParadigm=[T] Traditional time indexing, Inference Condition=Uniform map [·]u2023.1128.2291.20.1056.663
RIFEIndexing=Time-indexed [T], Multi-frame Fusion=false2023.1128.2291.20.1056.663
IFRNetIndexing=Estimated Distance-indexed [D]e, Multi-frame Fusion=false2023.1127.6390.70.0876.414
AMT-SIndexing=Estimated Distance-indexed [D]e, Multi-frame Fusion=false2023.1127.690.80.0986.452
RIFEParadigm=[D] Distance indexing, Inference Condition=Uniform map [·]u2023.1127.5590.20.0926.344
RIFEIndexing=Distance-indexed [D]u, Multi-frame Fusion=false2023.1127.5590.20.0926.344
RIFEParadigm=[D, R] Distance indexing + Iterative reference-based estimation, Inference Condition=Uniform map [·]u2023.1127.4190.10.0866.22
IFRNetParadigm=[D] Distance indexing, Inference Condition=Uniform map [·]u2023.1127.490.20.0836.196
IFRNetIndexing=Distance-indexed [D]u, Multi-frame Fusion=false2023.1127.490.20.0836.196
AMT-SParadigm=[D] Distance indexing, Inference Condition=Uniform map [·]u2023.1127.3390.20.096.452
AMT-SIndexing=Distance-indexed [D]u, Multi-frame Fusion=false2023.1127.3390.20.096.382
AMT-SParadigm=[D, R] Distance indexing + Iterative reference-based estimation, Inference Condition=Uniform map [·]u2023.1127.1790.20.0816.326
IFRNetParadigm=[D, R] Distance indexing + Iterative reference-based estimation, Inference Condition=Uniform map [·]u2023.1127.1389.90.0786.167
LDMVFIindexing map strategy=[D] (Distance indexing)2023.1127.1290.60.0866.481
LDMVFIindexing map strategy=[T] (Time-based)2023.1126.8390.40.0986.652
LDMVFIindexing map strategy=[D]u (Uniform distance indexing)2023.1125.9489.30.096.451
EMA-VFIParadigm=[D, R] Distance indexing + Iterative reference-based estimation, Inference Condition=Ground-truth distance guidance2023.1125.185.80.0796.241
EMA-VFIParadigm=[D, R] Distance indexing + Iterative reference-based estimation, Inference Condition=Uniform map [·]u2023.1124.7385.10.0816.227