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Models/Scalable Group Choreography

Scalable Group Choreography

Reported on 28 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Audio14 results

10-shot image generationonAIOZ-GDANCE
FID· 2024-07-26
31.01
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
10-shot image generationonAIOZ-GDANCE
GMC· 2024-07-26
84.52
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
10-shot image generationonAIOZ-GDANCE
MMC· 2024-07-26
0.271
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
3D Human Pose TrackingonAIOZ-GDANCE
FID· 2024-07-26
31.01
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
3D Human Pose TrackingonAIOZ-GDANCE
GMC· 2024-07-26
84.52
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
3D Human Pose TrackingonAIOZ-GDANCE
MMC· 2024-07-26
0.271
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
10-shot image generationonAIOZ-GDANCE
GMR· 2024-07-26
30.08
best: 51.27 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
10-shot image generationonAIOZ-GDANCE
GenDiv· 2024-07-26
10.98
best: 14.37 (TCDiff)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
10-shot image generationonAIOZ-GDANCE
PFC· 2024-07-26
2.33
best: 3.05 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
10-shot image generationonAIOZ-GDANCE
TIF· 2024-07-26
0.163
best: 0.217 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
3D Human Pose TrackingonAIOZ-GDANCE
GMR· 2024-07-26
30.08
best: 51.27 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
3D Human Pose TrackingonAIOZ-GDANCE
GenDiv· 2024-07-26
10.98
best: 14.37 (TCDiff)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
3D Human Pose TrackingonAIOZ-GDANCE
PFC· 2024-07-26
2.33
best: 3.05 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
3D Human Pose TrackingonAIOZ-GDANCE
TIF· 2024-07-26
0.163
best: 0.217 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839

Computer Vision7 results

Pose TrackingonAIOZ-GDANCE
FID· 2024-07-26
31.01
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Pose TrackingonAIOZ-GDANCE
GMC· 2024-07-26
84.52
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Pose TrackingonAIOZ-GDANCE
MMC· 2024-07-26
0.271
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Pose TrackingonAIOZ-GDANCE
GMR· 2024-07-26
30.08
best: 51.27 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Pose TrackingonAIOZ-GDANCE
GenDiv· 2024-07-26
10.98
best: 14.37 (TCDiff)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Pose TrackingonAIOZ-GDANCE
PFC· 2024-07-26
2.33
best: 3.05 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Pose TrackingonAIOZ-GDANCE
TIF· 2024-07-26
0.163
best: 0.217 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839

Computer Code7 results

Motion SynthesisonAIOZ-GDANCE
FID· 2024-07-26
31.01
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Motion SynthesisonAIOZ-GDANCE
GMC· 2024-07-26
84.52
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Motion SynthesisonAIOZ-GDANCE
MMC· 2024-07-26
0.271
SOTA
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Motion SynthesisonAIOZ-GDANCE
GMR· 2024-07-26
30.08
best: 51.27 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Motion SynthesisonAIOZ-GDANCE
GenDiv· 2024-07-26
10.98
best: 14.37 (TCDiff)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Motion SynthesisonAIOZ-GDANCE
PFC· 2024-07-26
2.33
best: 3.05 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839
Motion SynthesisonAIOZ-GDANCE
TIF· 2024-07-26
0.163
best: 0.217 (GDANCER)
Scalable Group Choreography via Variational Phase Manifold Learning arXiv:2407.18839