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Models/FOMM

FOMM

Reported on 32 benchmarks across 2 tasks · 1 paper · 30 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology16 results

3DonTai-Chi-HD (256)
AED· 2021-04-22
0.172
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTai-Chi-HD (256)
AKD· 2021-04-22
6.53
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTai-Chi-HD (256)
L1· 2021-04-22
0.056
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTai-Chi-HD (256)
MKR· 2021-04-22
0.033
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonVoxCeleb
AED· 2021-04-22
0.134
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonVoxCeleb
L1· 2021-04-22
0.041
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTai-Chi-HD (512)
AED· 2021-04-22
0.203
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTai-Chi-HD (512)
AKD· 2021-04-22
17.12
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTai-Chi-HD (512)
L1· 2021-04-22
0.075
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTai-Chi-HD (512)
MKR· 2021-04-22
0.066
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonMGif
L1· 2021-04-22
0.0223
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTED-talks
AED· 2021-04-22
0.163
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTED-talks
AKD· 2021-04-22
7.07
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTED-talks
L1· 2021-04-22
0.033
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonTED-talks
MKR· 2021-04-22
0.014
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
3DonVoxCeleb
AKD· 2021-04-22
1.27
best: 1.28 (Siarohin et al.)
Motion Representations for Articulated Animation arXiv:2104.11280

Computer Vision16 results

Video ReconstructiononTai-Chi-HD (256)
AED· 2021-04-22
0.172
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTai-Chi-HD (256)
AKD· 2021-04-22
6.53
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTai-Chi-HD (256)
L1· 2021-04-22
0.056
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTai-Chi-HD (256)
MKR· 2021-04-22
0.033
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononVoxCeleb
AED· 2021-04-22
0.134
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononVoxCeleb
L1· 2021-04-22
0.041
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTai-Chi-HD (512)
AED· 2021-04-22
0.203
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTai-Chi-HD (512)
AKD· 2021-04-22
17.12
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTai-Chi-HD (512)
L1· 2021-04-22
0.075
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTai-Chi-HD (512)
MKR· 2021-04-22
0.066
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononMGif
L1· 2021-04-22
0.0223
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTED-talks
AED· 2021-04-22
0.163
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTED-talks
AKD· 2021-04-22
7.07
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTED-talks
L1· 2021-04-22
0.033
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononTED-talks
MKR· 2021-04-22
0.014
SOTA
Motion Representations for Articulated Animation arXiv:2104.11280
Video ReconstructiononVoxCeleb
AKD· 2021-04-22
1.27
best: 1.28 (Siarohin et al.)
Motion Representations for Articulated Animation arXiv:2104.11280